The DOI matches its Crossref record; 254 of the 260 references it cites were found in a registry or an index; 120 of the 228 sources its claims cite were checked for support.
Conscious Processing and the Global Neuronal Workspace Hypothesis
Open accessAbstract
We review the central tenets and neuroanatomical basis of the global neuronal workspace (GNW) hypothesis, which attempts to account for the main scientific observations regarding the elementary mechanisms of conscious processing in the human brain. The GNW proposes that, in the conscious state, a non-linear network ignition associated with recurrent processing amplifies and sustains a neural representation, allowing the corresponding information to be globally accessed by local processors. We examine the GNW hypothesis in light of recent data that contrast brain activity evoked by either conscious or nonconscious contents, as well as during conscious or non-conscious states, particularly general anesthesia. We also discuss the relationship between the intertwined concepts of conscious processing, attention, and working memory.
Overview
AI snapshot
Written from the paper’s full text.
TL;DR
This review presents the global neuronal workspace hypothesis, arguing that conscious access arises when information triggers non-linear ignition and recurrent broadcasting across distributed cortical networks. It surveys supporting evidence from simulations, electrophysiology, imaging, anesthesia, disorders of consciousness, sleep, and development, while noting unresolved debates and comparisons with other theories.
Key findings
- The GNW proposes that conscious access depends on sudden ignition of workspace neurons, with recurrent loops amplifying and sustaining representations for global access; prefrontal and parietal hubs are important but not the exclusive site of conscious access.
- Empirical work reports a late divergence around 200–300 ms after stimulus onset between consciously perceived and unperceived trials, often linked to the P300/late-positive component, while early sensory processing can persist without awareness. Studies across visual, auditory, and tactile modalities, plus no-report monkey prefrontal recordings, support ignition; weak stimuli may fail at V1-to-V4 or V4-to-prefrontal stages.
- Anesthesia, disorders of consciousness, and sleep are associated with disrupted long-range frontoparietal connectivity, reduced dynamic repertoire, and loss of late ignition/P3, while short-latency processing can remain. Thalamic or prefrontal stimulation may restore aspects of consciousness in some cases.
- Attention and working memory overlap with GNW functions; conscious working memory is proposed to involve globally distributed persistent firing, whereas activity-silent or local memories remain unconscious until reinstated. Comparisons with IIT, RPT, and HOT note shared and divergent claims.
Methods
- Narrative review of the GNW’s central tenets, neuroanatomical basis, simulations, and empirical evidence; no new primary data are reported.
- Synthesizes computational models (Stroop, masking/inattention, macaque connectome, laminar connectivity) and human/nonhuman studies using EEG/MEG/fMRI, intracranial recordings, anesthesia, lesions, sleep, and development.
- Main analysis is conceptual integration and comparison with other theories, including discussion of causal interventions and future directions.
Limitations
- Stated: unresolved controversy over whether the P300/late positive or earlier N2/VAN indexes awareness versus post-perceptual processes; no-report paradigms have not resolved this.
- Stated: difficulty experimentally adjudicating among GNW, IIT, RPT, and HOT because of shared predictions and coarse tools; many findings are correlational, causal evidence is limited, and lesion heterogeneity plus possible covert consciousness complicate inferences from disorders of consciousness.
- Evident: as a review, it is selective and narrative rather than systematic, and some claims about development, self-consciousness, and working memory are presented as hypotheses or untested.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
120 of 228 cited sources checked · 59 supported · 3 flagged · accuracy not yet measured
Every source the paper cites for this claim was checked and supports it.
In the paper
“They found that sudden late ignition was the only clear signature common to all three conditions.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
- Supportedcites Noel et al., 2018 source
The Discussion section, “Neural Response Strength as a Modality-Free Indicator of Perceptual Awareness” (page unavailable), reports late evoked potentials for perceived—but not non-perceived—stimuli in visual, auditory, and audiovisual conditions, and describes the pattern as “ignition-like.” The Conclusions (page unavailable) say late evoked potentials, rather than neural reproducibility or complexity, most closely track awareness across these conditions. (LLM, conf=0.90)
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Recent tracer studies in non-human primates indicate that these areas indeed connect together as a “high-efficiency cortical core” with high-density connectivity (Markov et al., 2013) (Figure 1C).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Central Tenets and Neuroanatomical Basis of the GNW Theory
What the sources say
- Supportedcites Markov et al., 2013 source
The Density and Small-World Architectures section describes retrograde-tracer studies of macaque cortical areas and predicts a densely connected interareal network. The Concluding Remarks describe a dense cortical core that contributes to communication efficiency, supporting the paraphrase. (LLM, conf=0.90)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Ignition is characterized by the sudden, coherent, and exclusive activation of a subset of workspace neurons coding for the current conscious content, with the remainder of the workspace neurons being inhibited.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Central Tenets and Neuroanatomical Basis of the GNW Theory
What the sources say
- Supportedcites Dehaene et al., 2003 source
The Discussion describes ignition in the model as a sudden nonlinear transition with brain-scale synchrony, selective activation of neurons coding for the stimulus, and inhibition of neurons coding for other stimuli. The Abstract adds that mobilized workspace neurons inhibit surrounding workspace neurons. These passages support the citing sentence as a description of the model, rather than an established observation. (LLM, conf=0.90)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Recent evidence in rodents demonstrated that the persistence of neuronal firing rates for working memory storage is not a purely cortical phenomenon but instead relies on the interactions with subcortical structures, including the thalamus (Guo et al., 2017) and cerebellar nuclei (Gao et al., 2018).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
What the sources say
- Supportedcites Guo et al., 2017 sourceExperimental — accuracy not yet measured
The Abstract reports persistent delay-period activity in mouse motor cortex and thalamus, with inhibition of either region diminishing activity in the other. The Introduction describes this activity as a form of short-term memory. Guo et al. is cited for the thalamus portion of the sentence; the cerebellar-nuclei portion is attributed to Gao et al. (LLM, conf=0.92)
- Supportedcites Gao et al., 2018 sourceExperimental — accuracy not yet measured
The paper’s opening summary reports that mice used short-term memory to plan a movement and that maintaining persistent preparatory activity in frontal cortex depended on activity in a deep cerebellar nucleus. Its main text also reports persistent activity in both regions during the delay period. The citing sentence assigns the separate thalamus finding to Guo et al.; Gao et al. supports the cerebellar-nuclei part. (LLM, conf=0.91)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Its widespread presence is important for the large diversity of contents that can enter into working memory (Christophel et al., 2017).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
What the sources say
- Supportedcites Christophel et al., 2017 source
In “A Working Memory Gradient” (page not provided), the paper proposes that short-term information buffering can occur across cortical regions and says, accordingly, that working-memory contents range from low-level to abstract features and from sensory to motor codes. This supports the link between widespread working-memory activity and the diversity of contents it can hold. (LLM, conf=0.90)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“The effects of working memory on neuronal firing rates occur in many cortical areas (Christophel et al., 2017), ranging from primary sensory cortices that code for the memories of elementary sensory features”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
What the sources say
- Supportedcites Christophel et al., 2017 source
The cited sentence attaches Christophel et al. to the claim that working-memory-related neuronal activity occurs across many cortical areas. The paper’s “Storage of Working Memory Contents” section reports persistent activity in sensory, parietal, and prefrontal regions, as well as other cortical areas (page not specified in our copy). (LLM, conf=0.92)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“Indeed, GNW models (Dehaene et al., 2003) share many features with models for attention and working memory (Hamker, 2005), which also require interactions between neurons in widespread networks.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace, Attention, and the Content of Consciousness
What the sources say
- Supportedcites Dehaene et al., 2003 source
The Abstract (page not specified) describes a global neuronal workspace whose long-distance connections link sensory and higher-level areas, and says conscious information becomes available to attention and memory processes. This supports the GNW model and widespread-network features for which Dehaene et al. is cited; the attention and working-memory models are cited separately to Hamker. (LLM, conf=0.88)
- Not checked — no full text of the sourcecites Hamker, 2005 source
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“In these studies, the neuronal correlates of attention and conscious perception differed if assessed with fMRI (Watanabe et al., 2011) or MEG (Wyart et al., 2012; Wyart and Tallon-Baudry, 2008).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace, Attention, and the Content of Consciousness
What the sources say
- Not checked — no full text of the sourcecites Watanabe et al., 2011 source
- Supportedcites Wyart et al., 2012 source
The Introduction describes a location-cueing task with masked stimuli that were sometimes consciously detected, recorded with MEG. The Discussion (‘Early dissociation between spatial attention and conscious detection’) states that the neural correlates of spatial attention and visual awareness were distinct. The fMRI finding is attributed to a different citation in the citing sentence, not to this paper. (LLM, conf=0.93)
- Supportedcites Wyart and Tallon-Baudry, 2008 source
The Introduction describes subjects cued to attend to a location while faint stimuli were consciously seen on only some trials. The Abstract and Figure 3 description report distinct neural correlates of visual awareness and spatial attention measured with MEG. The fMRI portion of the citing sentence is attributed to a different source, not this paper. (LLM, conf=0.93)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“provide support for the involvement of neurons in the deep cortical layers in the GNW as hypothesized in the original GNW paper (Dehaene et al., 1998).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
What the sources say
- Partly supportedcites Dehaene et al., 1998 sourceExperimental — accuracy not yet measured
The Theoretical Premises describe layer 5 neurons as part of reciprocal connections that help stabilize workspace activity, supporting a role for deep-layer neurons. But the paper places the long-range connectivity defining workspace neurons primarily in layers 2 and 3; it does not identify deep-layer neurons themselves as the principal workspace population. (LLM, conf=0.84)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“recent experimental evidence indicates that the reverberatory loops for persistent neuronal activity not only involve corticocortical interactions but also loop through subcortical regions with an important role for the thalamus and cerebellar nuclei (Gao et al., 2018; Guo et al., 2017).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
What the sources say
- Supportedcites Gao et al., 2018 sourceExperimental — accuracy not yet measured
The main text (page not available) reports that, during motor planning in mice, activity in a cerebellar nucleus is needed to maintain persistent preparatory activity in frontal cortex. It also describes a pathway from that nucleus back to the relevant cortex through the thalamus, supporting the subcortical-loop point for which Gao et al. is cited. (LLM, conf=0.89)
- Partly supportedcites Guo et al., 2017 sourceExperimental — accuracy not yet measured
The Discussion and Abstract support a role for a recurrent cortex–thalamus loop in maintaining persistent activity. The Discussion also identifies input from deep cerebellar nuclei to the thalamus, but says the roles of those more complex loops remain unresolved; it does not establish an important role for cerebellar nuclei in maintaining persistent activity. The supplied passages have no page numbers. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
- It may state two separate claims as one. 91
- The quote only partly states this claim. 9
- Probably not a substantial claim. 37
At least one cited source doesn’t support this claim or points to a different paper, and none confirmed it — see the verdicts below.
In the paper
“In humans, the so-called concept cells in the anterior temporal lobe, which fire after 300 to 400 ms to specific pictures and words such as “Bill Clinton” or “the World Trade Center,” do so with stronger and longer-lasting firing rates when the corresponding stimulus is consciously perceived”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
- Disputedcites Gelbard-Sagiv et al., 2018 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 1 partially supported, 1 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Checked by a reasoning model — may be wrong.
- Disputedcites Kreiman et al., 2002 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 1 partially supported, 1 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Checked by a reasoning model — may be wrong.
- Disputedcites Quiroga et al., 2008 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 1 partially supported, 1 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Checked by a reasoning model — may be wrong.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Disputed
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“The difference, however, is that subliminal stimuli do not evoke a sudden ignition but rather a slowing, decaying wave of activity.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
- Not checked — no full text of the sourcecites King et al., 2016 source
- Not checked — no full text of the sourcecites Soto and Silvanto, 2014 source
- Supportedcites Trübutschek et al., 2017 source
The Results section on conscious perception identifies a sudden increase in activity (‘ignition’) on seen trials. The Discussion describes unseen trials as showing transient non-conscious activity and an initial period of activity with slowly decaying amplitude, supporting the citing sentence’s contrast. The paper does not use the word ‘wave,’ but the substantive distinction is consistent with its account. (LLM, conf=0.84)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The simulations showed that, if feedforward connections are carefully balanced by local inhibitory influences, incoming stimuli elicit a stable cascade of activity characterized by a late and sudden ignition.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Simulations of the Global Workspace
What the sources say
- Not checked — no full text of the sourcecites Joglekar et al., 2018 source
- Partly supportedcites Dehaene et al., 2003 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one. The quote only partly states this claim.
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The latency for conscious access can in fact be delayed by much more than 300 ms when attention is temporarily distracted by a secondary task (dual-task conditions)”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
- Not matchedcites Marti et al., 2012, 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Partly supportedcites Sergent et al., 2013 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Partly supportedcites Thibault et al., 2016 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“In this framework, ignition is seen as a sudden, high-speed divergence of the trajectories on trials reported as consciously perceived, generating a series of metastable activity states”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
- Partly supportedcites Baria et al., 2017 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Not matchedcites He, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not checked — no full text of the sourcecites King et al., 2016 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one. The quote only partly states this claim.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The GNW proposes that, in the conscious state, a non-linear network ignition associated with recurrent processing amplifies and sustains a neural representation, allowing the corresponding information to be globally accessed by local processors.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Abstract
What the sources say
- Partly supportedcites Dehaene et al., 1998 sourceExperimental — accuracy not yet measured
Theoretical Premises describes sudden, all-or-none activation of a globally interconnected workspace, and Computer Simulation describes mutually reinforcing connections that sustain activity and amplify processor responses. These support much of the paraphrase, though the paper does not call the process “network ignition.” Its Conclusions explicitly limit the model to features of effortful tasks rather than an exhaustive account of conscious processing, so the claim's generalization to the conscious state goes beyond this source. (LLM, conf=0.86)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The first 200 ms of brain activity, corresponding to early perceptual processing, can be fully preserved on trials without conscious perception, particularly under inattention conditions”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
- Partly supportedcites Marti and Dehaene, 2017 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Partly supportedcites Marti et al., 2015 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Not checked — no full text of the sourcecites Sergent et al., 2005 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“simulations show that the GNW is subject to a continuous stream of stochastic spontaneous activity”
- Also stated in: § Central Tenets and Neuroanatomical Basis of the GNW Theory · plain
“This property of the model fits with the constant variations in fMRI and electroencephalogram (EEG) functional connectivity that are observed in the awake resting brain and that vanish during anesthesia or in patients with disorders of consciousness”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Central Tenets and Neuroanatomical Basis of the GNW Theory
What the sources say
- Partly supportedcites Dehaene and Changeux, 2005 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Partly supportedcites Barttfeld et al., 2015 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Partly supportedcites Demertzi et al., 2019 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Central Tenets and Neuroanatomical Basis of the GNW Theory · plain
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“GNW neurons, lying at the top of a deep feedforward network, provide a compressed, high-level symbolic model of an aspect of the external world; top-down signals broadcast the predictions that this model makes to lower-level areas; and bottom-up signals convey sensory signals and may either amplify the signals predicted by top-down input”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Simulations of the Global Workspace
What the sources say
- Partly supportedcites Keller and Mrsic-Flogel, 2018 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Partly supportedcites Kersten et al., 2004 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Not checked — no full text of the sourcecites Rao and Ballard, 1999 source
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one. The quote only partly states this claim.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“This proposal received support but also criticism, because an earlier negative event (variably called N2, N3, or even “visual awareness negativity” [VAN]) peaking at ∼260 ms and with a total duration of ∼200 ms is also often observed when contrasting conscious to unconscious stimuli”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
- Partly supportedcites Dehaene and Changeux, 2011 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Partly supportedcites Eklund and Wiens, 2018 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Not checked — no full text of the sourcecites Koivisto and Revonsuo, 2010 source
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“These investigations reported the existence of a sudden divergence in brain activity, around 200 to 300 ms after stimulus onset, between trials with or without conscious perception, with an intense propagation of additional activity, particularly toward the prefrontal and parietal cortex, on conscious trials”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
- Partly supportedcites Dehaene and Changeux, 2011 sourceExperimental — accuracy not yet measured
Section V identifies sudden, all-or-none ignition of prefronto-parietal networks as a measure of conscious access, supporting the reported divergence and propagation. Section IV places global ignition around 200–300 ms, but also says its timing may vary with the experimental paradigm; Section II reports a 300–500 ms window in one study. The claim’s ‘regardless of stimulus modality or paradigm’ qualification is therefore not supported. (LLM, conf=0.84)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Addition of layer-specific connectivity in simulations (Mejias et al., 2016) leads to the emergence of frequency-band-specific patterns of causality (bottom-up gamma arising primarily in supragranular layers versus top-down alpha-beta arising primarily from bottom layers)”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Simulations of the Global Workspace
What the sources say
- Supportedcites Mejias et al., 2016 source
Split into 2 atoms — 2 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Partly supportedcites Bastos et al., 2015 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Not checked — no full text of the sourcecites Michalareas et al., 2016 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Ignition may be triggered by an external stimulus, as part of a cognitive task, or it may occur spontaneously and stochastically at rest.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Central Tenets and Neuroanatomical Basis of the GNW Theory
What the sources say
- Partly supportedcites Dehaene and Changeux, 2005 sourceExperimental — accuracy not yet measured
The Results sections “Spontaneous Ignition” and “Extinction of External Stimuli by Spontaneous Ignition” describe both stimulus-evoked ignition and ignition without external stimulation; the former also says spontaneous ignitions can visit assemblies in random order. The copy does not establish the separate claim that ignition is triggered as part of a cognitive task. It also describes the simulation as deterministic, so “stochastically” should be understood as describing its observed variability rather than a random simulation mechanism. Page numbers are unavailable in our copy. (LLM, conf=0.84)
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“This framework predicts that, while some signals within modular pathways may persist under non-conscious conditions, global top-down signals related to the content of working memory depend on the availability of a conscious model.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Simulations of the Global Workspace
What the sources say
- Not checked — no full text of the sourcecites Bekinschtein et al., 2009 source
- Not checked — no full text of the sourcecites Chao et al., 2018 source
- Partly supportedcites Charles et al., 2013 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“the GNW is not a localizationist theory of conscious access, nor is conscious access posited to exist solely in a given node of the GNW”
- Also stated in: § Central Tenets and Neuroanatomical Basis of the GNW Theory · plain
“Rather, the GNW acts as a distributed “router” associated with millions of neurons distributed in many brain regions through which information can be amplified, sustained, and made available to specialized sensory processors and thalamocortical loops.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Central Tenets and Neuroanatomical Basis of the GNW Theory
What the sources say
- Could not verifycites Boly et al., 2017 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 2 unverifiable. Expand the claim to see per-atom verdicts.
- Partly supportedcites Odegaard et al., 2017 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Central Tenets and Neuroanatomical Basis of the GNW Theory · plain
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“In a second stage, assumed to be mediated by the slower NMDA-mediated feedback connections, the advancing feedfor-ward wave amplified its own inputs in a cascading manner, quickly leading the whole stimulus-relevant network into a global, self-sustained, reverberating, or ignited state.”
- Also stated in: § Simulations of the Global Workspace · plain
“This ignition was characterized by an increased power of local corticothalamic oscillations in the gamma band and their synchrony across areas (Dehaene et al., 2003).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Simulations of the Global Workspace
What the sources say
- Partly supportedcites Dehaene and Changeux, 2005 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Partly supportedcites Dehaene et al., 2003 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one. The quote only partly states this claim.
- The authors state this as an assumption: The second stage of the simulation is mediated by slower NMDA-mediated feedback connections.
- Also stated in: § Simulations of the Global Workspace · plain
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Irrespective of the precise interpretation of these experiments, the final result of attentional selection enters consciousness, where it can use the GNW to activate all features that belong to the same object even if they are represented in different cortical areas (Roelfsema and Houtkamp, 2011), allowing conscious perception to be occupied by coherent, multifeature, and multimodal objects (”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace, Attention, and the Content of Consciousness
What the sources say
- Partly supportedcites Roelfsema and Houtkamp, 2011 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Such recurrent circuits permit ignition and persistent neuronal firing and can either be built from local cortical circuits or include neurons in different cortical areas (Wang, 2001).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
What the sources say
- Not checked — no full text of the sourcecites Wang, 2001 source
- Not checked — no full text of the sourcecites Self et al., 2013 source
- Partly supportedcites van Kerkoerle et al., 2017 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“For example, if subjects learn an ordered list of concepts, neurons in the medial temporal lobe start to activate if they are tuned to an upcoming item in the list (Reddy et al., 2015) and similar “prospective coding” effects have been observed in the frontal cortex of monkeys (Rainer et al., 1999).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
What the sources say
- Supportedcites Reddy et al., 2015 source
The Abstract reports that participants learned an ordered image sequence and that MTL neurons began firing in anticipation of their preferred image. The Results (‘Learning procedure and behaviour’) confirm that subjects learned the order of the images. The monkey frontal-cortex finding is attached to a different citation, not Reddy et al. (LLM, conf=0.91)
- Not checked — no full text of the sourcecites Rainer et al., 1999 source
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The van Vugt et al. (2018) results revealed that a minimum amount of activity needs to reach PFC before it elicits ignition, thereby establishing a relationship between the GNW and the classic signal detection theory (SDT)”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
- Not checked — no full text of the sourcecites van Vugt et al., 2018 source
- Partly supportedcites King and Dehaene, 2014 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one. The quote only partly states this claim.
The cited sources that could be checked couldn’t confirm or dispute this claim.
In the paper
“This delayed response enhancement is thought to be caused by feedback from higher visual areas to V1 (Christophel et al., 2017; Klink et al., 2017; Lamme and Roelfsema, 2000).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
What the sources say
- Could not verifycites Christophel et al., 2017 sourceExperimental — accuracy not yet measured
The Different Levels of Abstraction section discusses a possible bias signal from prefrontal cortex to early visual cortex during working memory, not delayed V1 response enhancement during figure–ground perception. Searches for figure–ground perception and feedback from higher visual areas to V1 found no passage in our copy addressing that claim. (LLM, conf=0.75)
- Not checked — no full text of the sourcecites Klink et al., 2017 source
- Not checked — no full text of the sourcecites Lamme and Roelfsema, 2000 source
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Could not verify
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Several studies have dissociated attention from awareness, for example, by demonstrating that attention can be summoned to a location by a subliminal cue so that the perception of stimuli at that location is improved (for reviews and discussions, see Dehaene and Changeux, 2011; Koch and Tsuchiya, 2007).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace, Attention, and the Content of Consciousness
What the sources say
- Partly supportedcites Dehaene and Changeux, 2011 sourceExperimental — accuracy not yet measured
In “Selective Attention versus Conscious Access” (section I; page unavailable), the review says conscious access must be distinguished from attention and describes them as separate processes. The passages retrieved do not establish the cited example: that a subliminal cue draws attention to a location and improves perception of stimuli there. (LLM, conf=0.78)
- Not checked — no full text of the sourcecites Koch and Tsuchiya, 2007 source
Strength:boosted· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“A central finding is that concept cells fire when concepts are held in working memory (Kamiński et al., 2017; Kornblith et al., 2017) and become active when these concepts are retrieved from long-term memory (Gelbard-Sagiv et al., 2008).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
What the sources say
- Supportedcites Kamiński et al., 2017 source
The Results section ('Activity of concept cells during working memory maintenance') reports that concept cells remained active when their preferred image was held in working memory. The long-term-memory retrieval clause is cited to a different source, so it is not part of the claim assessed here. (LLM, conf=0.94)
- Supportedcites Kornblith et al., 2017 source
Kornblith et al. is cited for the working-memory part of the sentence, not the long-term-memory retrieval part. The Results (Maintenance Period Activity) report that 8% of visually selective neurons were modulated by stimuli held in working memory, and the Discussion says MTL neurons represented previously presented images during maintenance. (LLM, conf=0.92)
- Supportedcites Gelbard-Sagiv et al., 2008 source
The cited paper supports the long-term-memory retrieval clause, not the working-memory clause, which is attributed to other sources. Its Abstract reports that hippocampal and entorhinal neurons selective for viewed video episodes became active again during free recall of those episodes, before participants reported remembering them. The demonstrated material was specific episodes rather than concepts in general. (LLM, conf=0.88)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Attentional signals select a particular piece of information by amplifying its activity and reducing that of other competing stimuli, whereas persistent neuronal activity keeps information online in working memory (Roelfsema, 2005; Roelfsema et al., 2000; Zylberberg et al., 2011).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace, Attention, and the Content of Consciousness
What the sources say
- Not checked — no full text of the sourcecites Roelfsema, 2005 source
- Partly supportedcites Roelfsema et al., 2000 sourceExperimental — accuracy not yet measured
Sections 3.4.1 and 6.2 link attentional selection to enhanced neuronal firing, and section 3.5.2 describes a spatial signal that persists across a delay as a form of working memory. The paper also describes inhibition among competing object representations, but section 3.5.1 says it cannot distinguish active suppression of items losing relevance from passive decay. It therefore does not fully support the claim that attentional signals reduce competing stimuli’s activity. (LLM, conf=0.85)
- Partly supportedcites Zylberberg et al., 2011 sourceExperimental — accuracy not yet measured
The ‘Single decision making by evidence accumulation’ section says sustained neuronal firing stores temporary, task-relevant information, and the ‘Opinion’ section describes attentional modulation as enhanced activity for selected visual information. The copy does not say that attention reduces the activity of competing stimuli; its discussion of mutual inhibition concerns competing productions instead. Page numbers were not provided for these passages. (LLM, conf=0.84)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Simultaneous EEG and fMRI investigations in humans have confirmed the functional disconnection of the prefrontal cortex from the posterior cortex during propofol and sevoflurane anesthesia by fMRI, with a concomitant reduction of feedback connectivity identified using symbolic transfer entropy based on EEG signals (Jordan et al., 2013; Ranft et al., 2016).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Not checked — no full text of the sourcecites Jordan et al., 2013 source
- Partly supportedcites Ranft et al., 2016 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Still, it is important to note that the anesthetized brain is not just in a fixed state; recent observations found it to be more dynamic than previously considered, with metastable oscillations or connectivity patterns that appear to reflect intrinsic dynamics rather than pharmacokinetic instability or external stimuli (Hudson et al., 2014; Li et al., 2019; Vlisides et al., 2019).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Not checked — no full text of the sourcecites Hudson et al., 2014 source
- Not matchedcites Li et al., 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Partly supportedcites Vlisides et al., 2019 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“However, persistent firing for these items is weaker than that of the attended item (Konecky et al., 2017), which may explain why they are more difficult to pick up with non-invasive methods, such as fMRI and MEG (Stokes, 2015; Trübutschek et al., 2017; Trübutschek et al., 2018).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
What the sources say
- Not checked — no full text of the sourcecites Konecky et al., 2017 source
- Supportedcites Stokes, 2015 source
In “Implications for cognitive models” (page not provided), Stokes reports that brain imaging finds discriminable activity patterns for attended working-memory items, while unattended items are effectively activity silent. The section also says activity-silent memory challenges tools designed to measure activity states. Together, these support the cited suggestion that unattended items may be harder to detect non-invasively; the separate claim about weaker persistent firing is attributed to Konecky et al. (LLM, conf=0.90)
- Partly supportedcites Trübutschek et al., 2017 sourceExperimental — accuracy not yet measured
The Results section (‘Contents of conscious and non-conscious working memory can be tracked transiently’; page not provided) reports that MEG tracked seen target locations but found no statistically significant decoding of unseen locations. This supports the narrower point that some memory contents are difficult to detect with MEG. The paper does not establish that weaker persistent firing in accessory items explains the difficulty, or address their detection with fMRI. (LLM, conf=0.83)
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
Every source the paper cites for this claim was checked and supports it.
In the paper
“Maintenance in working memory gave rise to similar MEG signatures as conscious ignition (Trübutschek et al., 2017), supporting the view that conscious ignition is a first step leading to the entry of information into working memory.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
What the sources say
- Supportedcites Trübutschek et al., 2017 source
The Results section, “Similarity of conscious perception and conscious working memory” (page unavailable), reports comparable MEG responses associated with conscious perception in the perception and working-memory tasks. It also says the same neural codes were recruited at the beginning of maintenance. The statement about ignition being a first step is the citing authors’ interpretation following the citation, not a separate finding attributed to this source. (LLM, conf=0.91)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Electrocorticography during propofol (Malekmohammadi et al., 2018) and ketamine (Schroeder et al., 2016) anesthesia in human and non-human primates, respectively, reveals disrupted functional connectivity across the S1 and M1 cortex, as well as altered beta oscillations, which are typically associated with feedback processing (Bastos et al., 2015).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Supportedcites Malekmohammadi et al., 2018 source
Split into 2 atoms — 2 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Partly supportedcites Schroeder et al., 2016 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Supportedcites Bastos et al., 2015 source
Split into 2 atoms — 2 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“This dynamic signature of conscious processing was initially discovered in fMRI studies of awake versus anesthetized monkeys (Barttfeld et al., 2015) and later found to generalize to humans in vegetative or minimally conscious states (Demertzi et al., 2019).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Supportedcites Barttfeld et al., 2015 source
The Results describe resting-state fMRI comparisons of awake and propofol-sedated macaques. The paper’s opening section identifies the richer, more flexible dynamics during wakefulness as a signature of consciousness. The later finding in humans is attributed to Demertzi et al. (2019), not to this source. (LLM, conf=0.92)
- Supportedcites Demertzi et al., 2019 source
The citation to Demertzi et al. supports the human portion of the sentence; the earlier monkey finding is attributed to Barttfeld et al. In the Results (Fig. 3), Demertzi et al. report that coordination patterns vary with preserved or diminished consciousness in patients with unresponsive wakefulness syndrome (vegetative state) and minimally conscious state. (LLM, conf=0.92)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Subsequent investigation revealed that the perturbational complexity index might be useful in stratifying patients with pathologic disorders of conscious access (Casarotto et al., 2016).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Supportedcites Casarotto et al., 2016 source
The Abstract (Interpretation) states that PCI offers an independently validated stratification of unresponsive patients. The Discussion (PCI-Based Assessment of VS Patients) also describes its potential place in a diagnostic approach to disorders of consciousness, supporting the citing sentence’s hedged claim. (LLM, conf=0.94)
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Furthermore, some surrogate measures of Φ have been successfully applied to altered levels of consciousness in humans (Kim et al., 2018) and also shown to relate to network factors such as topological modularity (Kim et al., 2018) or critical dynamics (Kim and Lee, 2019).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
What the sources say
- Supportedcites Kim et al., 2018 source
The Conclusion says the EEG-based Φ estimate was applied to human states of consciousness altered by anesthesia. The Results section, “Relationship between Φ¯ and functional brain network structure,” reports a strong negative correlation between Φ¯ and the number of network modules. The critical-dynamics point is attributed to a different citation, not to this paper. (LLM, conf=0.93)
- Supportedcites Kim and Lee, 2019 source
The citation to Kim and Lee (2019) supports the critical-dynamics clause, not the separate topological-modularity clause cited to Kim et al. (2018). In Section 5, the paper reports that changes in its surrogate measure of Φ correlate with changes in a measure of criticality in human EEG during general anesthesia. (LLM, conf=0.93)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“IIT’s Φ cannot be easily computed from large-scale data, making it difficult to test the theory (for attempts, see Oizumi et al., 2016 and Tajima et al., 2015).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
What the sources say
- Supportedcites Oizumi et al., 2016 source
The Results section says the original Φ is difficult to apply to experimental data because estimating the required transition probabilities for all possible states is nearly impossible in an actual neural system. It also explains that computational costs grow exponentially with system size and presents Φ* with a Gaussian approximation as a practical attempt to address that difficulty. (LLM, conf=0.90)
- Could not verifycites Tajima et al., 2015 sourceExperimental — accuracy not yet measured
The Introduction discusses challenges in characterizing brain-wide dynamics, and the Discussion relates the cross-embedding findings to theories of consciousness. Neither passage says that IIT’s Φ is difficult to compute from large-scale data or that this makes IIT difficult to test. Searches for Φ, integrated information, and computational difficulty found no passage addressing that specific claim. (LLM, conf=0.70)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Given that lucid dreaming is considered a hybrid of REM sleep and waking (Voss et al., 2009), studies demonstrating a causal role for the prefrontal cortex in lucid dreaming thus also support a role for the prefrontal cortex in waking consciousness.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Supportedcites Voss et al., 2009 source
The Abstract describes lucid dreaming as a hybrid state with measurable differences from both waking and REM sleep. The Regional Differences section likewise says it has features of each. The cited paper supports the hybrid-state premise attributed to it; the subsequent inference about the prefrontal cortex is the citing authors’ own argument. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Indeed, electrical stimulation of the central thalamus has recently been shown to reverse the anesthetized state in non-human primates, in association with a return of corticocortical connectivity (Donoghue et al., 2019; Redinbaugh et al., 2020; J. Tasserie et al., 2019, Soc. Neurosci., conference).).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Partly supportedcites Donoghue et al., 2019 sourceExperimental — accuracy not yet measured
The Abstract (page not specified) reports that central-thalamus stimulation awakened propofol-anesthetized non-human primates and restored awake-like cortical activity. The paper discusses corticocortical coherence when comparing awake and unconscious states, but the passages on stimulation do not show that corticocortical connectivity returned during stimulation. (LLM, conf=0.88)
- Supportedcites Redinbaugh et al., 2020 source
The Results section, “Gamma-frequency CL stimulation increased consciousness level,” reports that electrical stimulation of the central lateral thalamus roused anesthetized macaques. The Results section, “Thalamocortical and corticocortical interactions showed pathway-specific NCC,” reports that effective stimulation restored frontoparietal coherence, a measure of corticocortical connectivity. Page numbers were not available in our copy. (LLM, conf=0.94)
- Not matchedcites J. Tasserie et al., 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:boosted· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Similarly, surrogate measures, such as the perturbational complexity index that have shown promise (Casali et al., 2013), might have originated in one theory (in this case, IIT), but, as noted earlier, the results are consistent with other theories, e.g., the GNW, which also proposes that conscious processing critically depends on the integration of differentiated processors across a network.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
What the sources say
- Supportedcites Casali et al., 2013 source
Split into 2 atoms — 2 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Nevertheless, IIT has served as a theoretical framework for more practical measures, such as the perturbational complexity index, which has been successful in differentiating levels of consciousness in the setting of physiological, pharmacological, and pathological perturbations (Casali et al., 2013).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
What the sources say
- Supportedcites Casali et al., 2013 source
The Introduction describes the theoretical principle that consciousness requires both integration and differentiation, and the Discussion says PCI is calculated from principles derived from theoretical neuroscience. The Discussion reports that PCI discriminated levels of consciousness across sleep, anesthetic sedation, and brain-injured patient states. Page numbers are not provided in our copy. (LLM, conf=0.90)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“At birth, all major long-distance fiber tracts are already in place (Dubois et al., 2016), although still immature in terms of both their terminal connectivity and their myelination.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
- Supportedcites Dubois et al., 2016 source
The Introduction (page not provided) states that all major long-distance fibers are observed by the end of the late preterm period, supporting the claim that they are in place at birth. The qualification about immature connectivity and myelination is not directly attached to this citation, but the Introduction also describes postnatal refinement and ongoing myelination. (LLM, conf=0.94)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“Importantly, the baby brain is not a miniature adult brain; regional changes of brain connectivity and differential myelination take place that are asynchronous and protracted (Dehaene-Lambertz and Spelke, 2015; Dubois et al., 2016).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
- Not checked — no full text of the sourcecites Dehaene-Lambertz and Spelke, 2015 source
- Supportedcites Dubois et al., 2016 source
The Introduction describes connections forming sequentially, being refined after birth, and myelination continuing during development. It explicitly says maturation is asynchronous across brain areas: sensory regions develop early, while associative regions develop into adolescence. The Conclusion likewise says these mechanisms occur at different times and speeds across regions. Page numbers are not provided in our copy. (LLM, conf=0.91)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Such recursion is absent or very limited in other animals; although they may acquire some language-like symbolic abilities, they do so at a very slow pace and up to a limited level (Jiang et al., 2018; Yang, 2013).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
- Supportedcites Jiang et al., 2018 source
The Introduction says attempts to teach nonhuman animals nested or recursive sequences had mostly produced negative results. The Results and Discussion show the important qualification: macaques did learn two supra-regular grammars, but only after thousands of trials, whereas preschoolers learned them within a handful. The source supports the claim’s “very limited” alternative, not an absolute absence of recursion. (LLM, conf=0.86)
- Partly supportedcites Yang, 2013 sourceExperimental — accuracy not yet measured
The Results report that Nim learned about 125 signs but lacked the combinatorial range of a rule-based grammar. The Discussion says chimpanzees showed patterns of imitation even after years of training. This supports limited language-like abilities in the primates discussed, but the paper does not establish that recursion is absent or limited in other animals generally, or measure the pace at which they acquire symbolic abilities. (LLM, conf=0.84)
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The data are insufficient to determine whether those processes correspond to the type of sensory processing that is known to be preserved in coma patients or whether a lowest level of minimal consciousness, as characterized in adult disorders of consciousness (Chennu et al., 2017), may already exist in preterm infants (Lagercrantz et al., 2010).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
- Supportedcites Chennu et al., 2017 source
The citation is attached to the characterization of minimal consciousness in adult disorders of consciousness, not to the claim about insufficient data in preterm infants. The Results distinguish minimally conscious minus (MCS−) from unresponsive patients and from minimally conscious plus (MCS+) patients, supporting that characterization. (LLM, conf=0.88)
- Not matchedcites Lagercrantz et al., 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Social relationships, which appear altered in autism and autism spectrum disorder, are thought to affect the GNW architectures for conscious processing (Bourgeron, 2015; Graziano and Kast-ner, 2011).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
- Not checked — no full text of the sourcecites Bourgeron, 2015 source
- Partly supportedcites Graziano and Kast-ner, 2011 sourceExperimental — accuracy not yet measured
In “Awareness as a product of social perception” (page unavailable), the paper proposes that social-perception machinery contributes awareness to information in a global workspace. It does not say that social relationships alter GNW architecture or address autism or autism spectrum disorder in the passages found (searched: GNW, global workspace, autism, social relationships). (LLM, conf=0.83)
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
None of the sources cited for this claim have been checked yet.
In the paper
“The early recurrent loops occur in lower areas (Lamme and Roelfsema, 2000) and may correspond to VAN (Koivisto and Revonsuo, 2010). As later recurrent loops involve higher areas, including the frontal-parietal network, global recurrent processing ensues.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one. The quote only partly states this claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These convergent findings indicate that conscious access is not attached to early sensory processing but instead relates to a late stage whose timing is often decoupled from the timing of the actual stimulus.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“At the neuronal level, the GNW hypothesis postulates a key role for large pyramidal cells in cortical layer II/III (Figure 1B) but also a contribution of pyramidal cells in deeper layer V, as illustrated by recent studies (see below).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Central Tenets and Neuroanatomical Basis of the GNW Theory
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This simulation showed that workspace activation increased during the acquisition of a novel task, its effortful execution, and after errors.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Simulations of the Global Workspace
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one. The quote only partly states this claim.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Note that these areas are neither identical nor redundant: each has their own functional specificity and connectivity pattern, yet the communication between them is so extensive and rapid that any information available to one is quickly made available to others.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Central Tenets and Neuroanatomical Basis of the GNW Theory
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Both perceived and unperceived stimuli caused activity in V1 and V4, but only the perceived ones elicited a sudden, strong, and sustained activity in the frontal cortex akin to ignition.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
- Not checked — no full text of the sourcecites van Vugt et al., 2018 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one. The quote only partly states this claim.
In the paper
“Multivariate decoders trained to classify perceived versus unperceived stimuli identified a late sudden ignition (>200 ms) that generalized across modalities.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
- Not matchedcites Sanchez et al., 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
None of the sources cited for this claim have been checked yet.
In the paper
“In many experiments, the N2 simply precedes the P3, and their succession may index the spread of global ignition as reflected in intracranial and MEG signals.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
- Not matchedcites Pitts et al., 2012, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not checked — no full text of the sourcecites Pitts et al., 2018 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one. The quote only partly states this claim.
- Not matched
In the paper
“This observation is important because tampering with NMDA receptors, by using ketamine, for instance, may selectively affect ignition and conscious perception, mimicking the impairment of conscious perception observed in schizophrenia (Berkovitch et al., 2017).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
What the sources say
- Not checked — no full text of the sourcecites Berkovitch et al., 2017 source
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, models of attentional feature integration share the GNW’s aim to integrate information across distributed cortical processors.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace, Attention, and the Content of Consciousness
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“The van Vugt et al. (2018) data were explained well by a late difference in PFC activity between stimuli that were and were not reported, with only modest (but significant) differences in the late recurrent activation of visual cortex”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
What the sources say
- Not checked — no full text of the sourcecites van Vugt et al. (2018) source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The binding mechanisms co-select distributed feature representations that are part of a single object and explain why the object representations that become part of conscious experience are usually coherent and integrated.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace, Attention, and the Content of Consciousness
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Although most experiments on conscious perception are correlational in nature and merely observe neural “correlates” or “signatures” of conscious perception, some studies (Manita et al., 2015; Sachidhanandam et al., 2013) provide evidence for a causal role of top-down inputs in perception.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Pharmacological studies indicate that, in agreement with the GNW hypothesis (Dehaene and Changeux, 2005), the initial feedforward sweep predominantly relies on AMPA glutamate receptors, whereas NMDA receptors play a dominant role in the later feedback effects (Self et al., 2012).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
What the sources say
- Not checked — no full text of the sourcecites Self et al., 2012 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, we note that the spatial location that was attended to in some of these experiments differed from the feature for which consciousness was established (e.g., a grating at that location), implying that the dissociation was incomplete: subjects presumably could not direct feature-based attention to features that failed to enter consciousness, and conversely, they were most likely aware of”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace, Attention, and the Content of Consciousness
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“These cells are found in the medial temporal lobe of humans and activate when subjects perceive or think about specific concepts.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“Working memory operations can thereby execute the successive mental steps required to solve a task and permit mental simulations; i.e., subjects can navigate through sequences of working memory states to explore the future consequences of actions (Pezzulo and Cisek, 2016).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
What the sources say
- Not checked — no full text of the sourcecites Pezzulo and Cisek, 2016 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Taken together, these findings suggest that the critical brain regions engaging in the recurrent interactions for conscious perception may be task and stimulus dependent: whereas recurrent, metastable activity in the PFC and interconnected associative areas may be systematically present during conscious perception, recurrent interactions with primary sensory areas may play a role or not, depending”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In tasks that rely on recurrent interactions between V1 and higher areas, V1 neurons become part of the GNW, and the fine-grained visual percepts can enter into conscious awareness.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It should be recognized that what we call “attention” is actually a diverse set of temporal, spatial, and cognitive filters; thus, many of these filters may operate non-consciously, with only the final one gating entry in the global workspace.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace, Attention, and the Content of Consciousness
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Feedback from the frontal cortex thereby amplifies neuronal activity elicited by tactile stimuli in the somatosensory cortex, and this amplification predicts successful perception (Sachidhanandam et al., 2013; Takahashi et al., 2016).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, our experience builds associative memory networks, in which activity can spread from one concept to the next, a function that resembles the spread of activity for attentional operations described above.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Together, these results suggest that conscious access depends on recurrent interactions between higher cortical areas (e.g., the frontal and parietal cortex) that can maintain a representation of a weak stimulus as persistent activity until a behavioral response is required by the task.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Empirical Evidence in Support of the Ignition Concept
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“The initial feedforward activity elicited in the visual cortex was driven by the texture elements in the neurons’ receptive fields, whereas later activity reflected successful figure-ground perception; figures that reached awareness elicited more V1 activity than the background, but figures that stayed subliminal did not.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
What the sources say
- Not checked — no full text of the sourcecites Supèr et al., 2001 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“studies that examined tactile perception in mice revealed that it is associated with the reverberation of activity between the frontal cortex and somatosensory cortex that is accompanied by NDMA-receptor-driven calcium events in the distal dendrites of sensory neurons (Larkum, 2013).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
What the sources say
- Not checked — no full text of the sourcecites Larkum, 2013 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“If the feedback from a higher cortical area, the mouse secondary motor cortex, back to somatosensory cortex is silenced optogenetically, the late amplification in the somatosensory cortex is selectively attenuated and perception is prevented (Manita et al., 2015).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The Role of Recurrent Activity
What the sources say
- Not checked — no full text of the sourcecites Manita et al., 2015 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“In the clinical setting, for example, it is well known that long-latency-evoked potentials are preferentially susceptible to general anesthesia, whereas short-latency potentials are preserved (Banoub et al., 2003).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Not checked — no full text of the sourcecites Banoub et al., 2003 source
Strength:boosted· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“Recent experiments support this view; whenever the information in working memory must be transformed, an active form of working memory is reinstated, and a decodable state of activity reemerges, accompanied by classical signatures of conscious access (Trübutschek et al., 2019).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
What the sources say
- Not checked — no full text of the sourcecites Trübutschek et al., 2019 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“We propose that the attended working memory item is conscious and uses the GNW for broadcasting.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
In the paper
“For example, Ma et al., (2019) found hypersynchrony, also a mechanism that would restrict information transfer, between frontal eye fields and the lateral intraparietal area in monkeys anesthetized with propofol.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Not matchedcites Ma et al., (2019)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“Mongillo and colleagues proposed that the additional working memory items can also be stored as short-term changes in synaptic weights so that their representation can be quickly reinstalled when useful (Mongillo et al., 2008), a form of working memory that is called “activity-silent.””
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
What the sources say
- Not checked — no full text of the sourcecites Mongillo et al., 2008 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, we propose that working memory is conscious only when it is coded by global, highly distributed persistent neural firing, as occurs during both initial encoding, during the later refresh stage, and when the memory item influences other mental processing steps.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Such periodic refreshing may correspond to early psychological conceptions of working memory as a decaying buffer that requires regular rehearsal to be refreshed (Baddeley, 2012).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
What the sources say
- Not checked — no full text of the sourcecites Baddeley, 2012 source
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“The disruption of functional interactions of the GNW during general anesthesia may, in part, be mediated by effects on the thalamus, which is depressed by virtually all sedative-hypnotic drugs (with the exception of ketamine) (Mashour and Alkire, 2013a).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Not matchedcites Mashour and Alkire, 2013a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Such a disruption would reduce the probability of information being available to other cognitive systems, including working memory, which may comprehensively account for the functional outcome of general anesthesia in routine clinical care.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“On one end of the spectrum, anesthetics can render the brain persistently isoelectric, thereby completely disrupting information processing.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Crucially, this view predicts that activity-silent working memories, although capable of bridging over delays, differ in an important way: only active neural states can be mentally transformed, e.g., by mental rotation, whereas activity-silent states merely store previously computed states (and thus should be more appropriately termed short-term memory).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Conscious Representations and Working Memory
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Clinically, the two major therapeutic traits of the anesthetized state are hypnosis and amnesia.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, a key correlate of REM-sleep dreaming involves structures of the GNW, and, importantly, this correlation happens in the absence of report (which occurs only after waking).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“IIT, on the other hand, minimizes the relevance of the prefrontal cortex and, based on anatomical considerations, considers a posterior complex—the so-called posterior cortical “hot zone”—to be sufficient for conscious experience.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“The GNW theory is representational in nature and views consciousness as an evolved neurocomputational system that enables the global sharing of representations.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“For example, the effects of general anesthetics in suppressing recurrent processing (both locally and globally) are broadly consistent with all four theories.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“The GNW relies upon well-defined neuronal architectures, including cellular and molecular mechanisms of information processing that extract, represent, and manipulate information originating from both outside the brain (from interactions with the environment) and inside the brain (from spontaneous activity patterns).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
In the paper
“Indeed, it is dreaming during REM sleep that has been argued to represent “proto-consciousness,” a building block for conscious experience during wakefulness (Hobson, 2009).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Not checked — no full text of the sourcecites Hobson, 2009 source
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“For HOTs, the role of the prefrontal cortex is to generate a second-order, metacognitive representation of a first-order state (e.g., one generated by primary sensory cortex).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“During sleep, the brain not only loses its normal level or state of conscious processing (and occasionally gains access to internally generated dreams), but also loses the capacity to access specific sensory contents.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Furthermore, IIT is ostensibly a theory of phenomenal consciousness, whereas the GNW theory is focused on conscious access and processing and, furthermore, brings into question the very distinction between phenomenal and access consciousness.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“By contrast, the GNW proposes that conscious access requires a more extensive architecture of reverberant loops, including frontal-parietal regions that enable access of a given representation to a wider array of modular processors.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Although there is an abundance of neuroimaging studies focused on pathologic disorders of consciousness, it remains difficult to draw firm conclusions regarding support for specific theories of conscious processing because of the heterogeneity of lesions and the possibility of covert consciousness in the setting of behavioral unresponsiveness.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“The RPT of consciousness (Lamme, 2006, 2010) also shares with the GNW the postulate that, given a hierarchically ordered neurocognitive architecture, feedforward processing is not sufficient for conscious processing, whereas feedback from higher-order to lower-order areas is critical.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
What the sources say
- Not matchedcites Lamme, 2006, 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“By contrast, there is no clear function assigned to consciousness according to HOT.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Although this experiment was inspired by an alternative theory of consciousness (integrated information theory [IIT], discussed further below), the results are fully compatible with the GNW, which predicts that the conscious state leads to a deeper and more prolonged propagation of activation through long-distance connections compared to the unconscious state.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“As noted, REM-sleep dreaming, during which there is a metabolic deactivation of the dorsolateral prefrontal cortex (Maquet et al., 1996), is still associated with high-frequency activity in the prefrontal cortex.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Not checked — no full text of the sourcecites Maquet et al., 1996 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Furthermore, global broadcasting is an important function associated with consciousness according to the GNW theory.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“In addition to its role in transmitting arousal and sensory signals, non-sensory nuclei of the thalamus are thought to play a role in working memory (outlined above) and to facilitate the coordination of cortical communication (Saalmann et al., 2012, 2014), which is important to a functional GNW.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Not matchedcites Saalmann et al., 2012, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Since, for higher-order theory, the meta-representation is the mechanism by which a first-order representation becomes conscious, the prefrontal cortex is the ultimate source of consciousness.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“In RPT, which has focused primarily on the visual modality, re-entrant or feedback processes within sensory processing pathways are considered sufficient for phenomenal experience.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Although the GNW and IIT are superficially aligned regarding certain aspects of how conscious processes are generated—e.g., both require integrated neural processing beyond the level of primary sensory cortex—these two theories are grounded in foundationally different perspectives of brain function.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Both the GNW and IIT ascribe importance to neural activity beyond early sensory cortices, neural information sharing, and recurrent connections as a mechanism of integration.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“As noted, the prefrontal cortex is one of the nodes of the highly distributed GNW network.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
None of the sources cited for this claim have been checked yet.
In the paper
“Transcranial direct-current stimulation of the dorsolateral prefrontal cortex may also transiently enhance the level of consciousness in some patients in a minimally conscious state (Thibaut et al., 2014, 2015), and similar observations exist in normal subjects (Douglas et al., 2015).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
- Not matchedcites Thibaut et al., 2014, 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not checked — no full text of the sourcecites Douglas et al., 2015 source
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
None of the sources cited for this claim have been checked yet.
In the paper
“Indeed, an elevated threshold for conscious perception has been reported in patients with frontal-lobe syndrome, neglect, multiple sclerosis, or schizophrenia and related to abnormal long-distance fiber tracts, as measured by diffusion tensor imaging (Del Cul et al., 2009; Pettersson-Yeo et al., 2011; Reuter et al., 2007, 2009; Thiebaut de Schotten et al., 2005).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Global Neuronal Workspace and the Level of Consciousness
What the sources say
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“By contrast, IIT proposes that the system (e.g., the brain, in a biological instantiation) is closed and non-representational; information is abstractly generated by the system and for the system.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > The GNW and Other Theories of Consciousness
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These results therefore reveal that the elementary mechanisms underlying ignition are already present in infancy—although they undoubtedly undergo a maturation and an acceleration during development, in addition to the development of more elaborate higher-order processes.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Indeed, the GNW hypothesis is bringing considerable coherence to otherwise distant fields of research.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Conclusions
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“25- to 30-week preterm babies can already process tactile and painful stimuli in the sensory cortex (Bartocci et al., 2006), discriminate sounds (Mahmoudzadeh et al., 2013), and perceive pain (Bembich et al., 2016).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“There is currently no good theory of how the brain achieves such meta-representations, although algorithmic models are beginning to be formulated within the abstract framework of lambda calculus (Goodman and Frank, 2016).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
- Not checked — no full text of the sourcecites Goodman and Frank, 2016 source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Primary sensorimotor areas develop earlier than adjacent unimodal associative cortices, whereas higher-order associative regions and their long-range connectivity further develop later and slowly over decades (Dubois et al., 2014; Lebenberg et al., 2019).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The GNW hypothesis—even in its simple and limited original formulation—has thus far received substantial experimental support.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Interestingly, the same regions appear to be involved during self-consciousness and during the representation of other people’s thoughts (theory of mind).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Furthermore, intracranial recordings indicate that the early ERN is not predic-tive of whether subjects will react more slowly on the next trial but rather that such bridging across time, putatively associated with error awareness, relies on late sustained, integrative, and synchronous neural firing (Fu et al., 2019).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
- Not matchedcites Fu et al., 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“As in sensory access, the first ∼200 ms of firing, corresponding to the ERN, can occur even for non-conscious errors, whereas the late ignition occurs only when the error is consciously detected (Nieuwenhuis et al., 2001).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
- Not checked — no full text of the sourcecites Nieuwenhuis et al., 2001 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“When the conscious intention and the actual ongoing response diverge, as may occur due to differential noise or conflicting stimuli, an error is detected (Charles et al., 2013, 2014).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
- Not matchedcites Charles et al., 2013, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
- Not matched
In the paper
“For instance, the human brain may also host an internal model of its own attention, an “attention schema” similar to the “body schema,” that serves as a basis for our subjective sense of awareness (Graziano et al., 2019).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
- Not matchedcites Graziano et al., 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✗ Asserted: fails✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The authors may not put it forward as true. The paper’s conclusions may not depend on it.
- Not matched
In the paper
“Within the first year of life, all GNW areas quickly become active, including the prefrontal cortex, although their lack of myelination renders them very slow to process information (Dehaene-Lambertz and Spelke, 2015).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
- Not checked — no full text of the sourcecites Dehaene-Lambertz and Spelke, 2015 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“In simple motor tasks, erroneous responses elicit an early error-related negativity (ERN) arising from the pre-supplementary motor area and the dorsal anterior cingulated cortex (Fu et al., 2019), followed by a later igni-tion of a late positive response (the error-positivity [PE], similar to the P3 wave).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
What the sources say
- Not matchedcites Fu et al., 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“A multisite, preregistered, adversarial collaboration testing the main predictions of the GNW versus IIT using fMRI, MEG, and intracranial recordings during passive viewing and active dual-tasking is currently underway (Reardon, 2019).”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Conclusions
What the sources say
- Not checked — no full text of the sourcecites Reardon, 2019 source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The current hypothesis is that of a simple consistency check between two simultaneous processes: a fast, non-conscious route linking perception to action and a slower, conscious route that computes the intended response.”
§ Conscious Processing and the Global Neuronal Workspace Hypothesis > Introduction > Future Directions
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✗ Asserted: fails✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The authors may not put it forward as true. The paper’s conclusions may not depend on it.
The authors state this as an assumption.
The second stage of the simulation is mediated by slower NMDA-mediated feedback connections.
“In a second stage, assumed to be mediated by the slower NMDA-mediated feedback connections”
The paper relies on this without support.
Severe encephalitis caused by antibodies against NMDA receptors produces psychotic symptoms and then complete loss of consciousness.
“In fact, a severe form of encephalitis due to antibodies against NMDA receptors leads to psychotic symptoms followed by a complete loss of consciousness, suggesting a causal link between NMDA-mediated top-down connectivity and conscious perception.”
The authors state this as an assumption.
Some degree of functional architecture among GNW nodes is preserved during anesthesia.
“Even assuming some degree of preserved functional architecture among nodes of the GNW during anesthesia (as in Figure 5)”
The authors state this as an assumption.
Social consciousness engages cortical areas including the superior temporal sulcus, temporoparietal junction, and medial prefrontal cortex, mostly in the right hemisphere.
“Social consciousness is assumed to engage cortical areas, including the superior temporal sulcus, the temporoparietal junction, and the medial prefrontal cortex, mostly in the right hemisphere (Graziano and Kastner, 2011).”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Before this study, predictions from IIT and GNWT were typically tested with one data modality at a time23,24, leaving room for negative results to be easily attributed to the limitations of the chosen modality51.”
From Adversarial testing of global neuronal workspace and integrated information theories of consciousness (2025) · cites this paper as [23]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“However, now both theories increasingly try to explain processes, contents, and states/levels, 28,16 a tendency shared with RPT, PP/NREP, and DIT.12,14,56”
From An integrative, multiscale view on neural theories of consciousness (2024) · cites this paper as [28]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Global workspace theorists have also pointed out that the high density of long-range excitatory pyramidal neurons found in the ACC could plausibly serve as a substrate for a highly integrative function, such as consciousness (Dehaene and Changeux, 2011;Mashour et al., 2020).”
From Does the Prefrontal Cortex Play an Essential Role in Consciousness? Insights from Intracranial Electrical Stimulation of the Human Brain (2021) · cites this paper as Mashour et al., 2020
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“There is extensive evidence for global workspace theory, drawn from many studies, of which we can mention only a few representative examples (see Dehaene 2014 andMashour et al. 2020 for reviews).”
From Consciousness in Artificial Intelligence: Insights from the Science of Consciousness (2023) · cites this paper as Mashour et al. 2020
The cited source says what the claim attributes to it.
In the citing paper
“This widespread activity seems to arise late in perceptual processing, around 250-300ms after stimulus onset, supporting the claim that global broadcast requires sustained perceptual representations (Mashour et al. 2020).”
From Consciousness in Artificial Intelligence: Insights from the Science of Consciousness (2023) · cites this paper as Mashour et al. 2020
The cited source says what the claim attributes to it.
In the citing paper
“Consequently, at present, examples of theories that arguably meet the two criteria include recurrent processing theory (RPT) [ 24 -26], GWT [ 22,23,27,28], higher-order theories (HOT) [ 29 -31], and attention schema theory (AST) [ 32,33].”
From Identifying indicators of consciousness in AI systems (2026) · cites this paper as [28]
The cited source says what the claim attributes to it.
In the citing paper
“A neurobiology-inspired version of the GWT was later proposed as the GNWT.6,28,59,60 It takes the same functional concept of a global workspace but links it to specific brain networks and neuronal characteristics.”
From An integrative, multiscale view on neural theories of consciousness (2024) · cites this paper as [28]
The cited source says what the claim attributes to it.
In the citing paper
“GNWT implies that conscious access (AC) depends on RP, as its ''ignition'' and reverberant activity realizes access to conscious content.28”
From An integrative, multiscale view on neural theories of consciousness (2024) · cites this paper as [28]
The cited source says what the claim attributes to it.
In the citing paper
“In these models (Dehaene et al. 1998, Sergent and Dehaene 2004, Tsuchiya et al. 2015, Tononi et al. 2016, Mashour et al. 2020, Albantakis et al. 2023), the substrate of consciousness is understood to be a pattern of membrane electrical activity across a population of distributed neurons.”
From A quantum microtubule substrate of consciousness is experimentally supported and solves the binding and epiphenomenalism problems (2025) · cites this paper as Mashour et al. 2020
The cited source says what the claim attributes to it.
In the citing paper
“According to global neuronal workspace theory, the main development of GWT in neuroscience, 'ignition is characterized by the sudden, coherent, and exclusive activation of a subset of workspace neurons coding for the current conscious content, with the remainder of the workspace neurons being inhibited' (Mashour et al. (2020); 777). In other words, ignition is a non-linear process whereby a single”
From A Case for AI Consciousness: Language Agents and Global Workspace Theory (2024) · cites this paper as Mashour et al. 2020
The cited source says what the claim attributes to it.
In the citing paper
“GNWT has been increasingly described in terms of Bayesian inference (Dehaene, 2020; Mashour et al., 2020), including in a recently proposed Predictive Global Neuronal Workspace model (Whyte and Smith, 2020).”
From An Integrated World Modeling Theory (IWMT) of Consciousness (2020) · cites this paper as Mashour et al., 2020
The cited source says what the claim attributes to it.
In the citing paper
“GNWT instead posits that consciousness arises from global broadcasting and late amplification (or ‘ignition’) of information across interconnected networks of higher-order sensory, parietal and especially prefrontal cortex (PFC)”
From Adversarial testing of global neuronal workspace and integrated information theories of consciousness (2025) · cites this paper as [23]
The cited source says what the claim attributes to it.
In the citing paper
“In any case, the PFC comprises many subregions (Fig. 2), and various models of the PFC and consciousness often propose prominent roles for areas other than the lateral PFC (Dehaene and Changeux, 2011;Brown et al., 2019;Mashour et al., 2020).”
From Does the Prefrontal Cortex Play an Essential Role in Consciousness? Insights from Intracranial Electrical Stimulation of the Human Brain (2021) · cites this paper as Mashour et al., 2020
Citations
Cites
LeCun, Y., Bengio, Y., & Hinton, G. (2015) · Nature · doi:10.1038/nature14539 · Cited by 84,126
A feature-integration theory of attention.
Treisman, A. M., & Gelade, G. (1980) · Cognitive Psychology · doi:10.1016/0010-0285(80)90005-5 · Cited by 12,366 · cited 1×
“An important role of attention is to establish relationships between features represented in different brain areas and bind them into coherent representations (Treisman and Gelade, 1980).”
BackgroundThe magical number 4 in short-term memory: A reconsideration of mental storage capacity
Cowan, N. (2001) · Behavioral and Brain Sciences · doi:10.1017/s0140525x01003922 · Cited by 6,779 · cited 1×
“Psychological theories of working memory distinguish between several activation states (Cowan, 2001; Oberauer, 2002).”
BackgroundDynamic mapping of human cortical development during childhood through early adulthood
Gogtay, N., Giedd, J. N., Lusk, L., Hayashi, K. M., Greenstein, D., Vaituzis, A. C., Nugent, T. F., Herman, D. H., Clasen, L. S., Toga, A. W., et al. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0402680101 · Cited by 5,604
Rao, R. P. N., & Ballard, D. H. (1999) · Nature Neuroscience · doi:10.1038/4580 · Cited by 5,483 · cited 1×
“However, the GNW framework can be combinedwith Bayesian inference (Keller and Mrsic-Flogel, 2018; Kersten et al., 2004; Rao and Ballard, 1999), leading to a more precise functional interpretation of topdown broadcasting.”
BackgroundThe faculty of language: what is it, who has it, and how did it evolve?
Hauser, M. D., Chomsky, N., & Fitch, W. T. (2002) · Science · doi:10.1126/science.298.5598.1569 · Cited by 5,189
Working Memory: Theories, Models, and Controversies
Baddeley, A. (2012) · Annual Review of Psychology · doi:10.1146/annurev-psych-120710-100422 · Cited by 4,271
(1988) · Cited by 3,656
Experimental and theoretical approaches to conscious processing
Dehaene, S., & Changeux, J.-P. (2011) · Neuron · doi:10.1016/j.neuron.2011.03.018 · Cited by 2,573 · cited 5×
“…studies have dissociated attention from awareness, for example, by demonstrating that attention can be summoned to a location by a subliminal cue so that the perception of stimuli at that location is improved (for reviews and discussions, see Dehaene and Changeux, 2011; Koch and Tsuchiya, 2007).”
BackgroundInfluentialSelf-citationTowards a cognitive neuroscience of consciousness: basic evidence and a workspace framework
Dehaene, S. (2001) · Cognition · doi:10.1016/s0010-0277(00)00123-2 · Cited by 2,498 · cited 2×
“what we subjectively experience as a conscious state” (Dehaene and Naccache, 2001).”
BackgroundSelf-citation
Flagged first, then by citations
6 of the 260 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Items 901–1,000 of 1,164
Panpsychism and dualism in the science of consciousnessPreprint
Yurchenko, S. B. (2024) · doi:10.31219/osf.io/ksc8x
Free Will in Biology and Neuroscience
Schleim, S. (2024) · The frontiers collection · doi:10.1007/978-3-662-69450-3_6
Banerjee, R., & Sahu, D. (2024) · Journal of Applied Consciousness Studies · doi:10.4103/jacs.jacs_150_23
Human Cultural Evolution Outpaces Biological Evolution
Changeux, J. (2024) · Oxford University Press eBooks · doi:10.1093/med/9780197676592.003.0023
Self-citationTwo Levels of Integrated Information Theory: From Autonomous Systems to Conscious Life
Ruan, Z., & Li, H. (2024) · Entropy · doi:10.3390/e26090761
“Global Neural Workspace Theory (GNWT) [31,32] and Recurrent Processing Theory (RPT) [33,34], for example, both emphasize the unification of information brought about by reentry (or recurrence) among various brain modules.”
BackgroundZaytsev, A. Y., Va, S., Викторович, Д. К., & Шумов, Д. Е. (2024) · Russian Journal of Anesthesiology and Reanimatology · doi:10.17116/anaesthesiology202405196
Noorman, S., Stein, T., Zantvoord, J. B., Fahrenfort, J. J., & van Gaal, S. (2024) · eLife · doi:10.7554/elife.100530.1
An Explanation for Dreaming Based on Neuronal MaintenancePreprint
Grinde, B. (2026) · Qeios · doi:10.32388/drh3h4.3
Koprinkova‐Hristova, P., Nedelcheva, S., & Bocheva, N. B. (2024) · International Conference on Innovations in Intelligent Systems and Applications (INISTA) · doi:10.1109/inista62901.2024.10683865
“The following two groups of theories consider stimulus-induced brain activity: • The Global neuronal workspace theory (GNWT) [14], and the Higher-order thought theory (HOT) [15], [16] relate consciousness to the frontal and parietal parts of the brain cortex.”
BackgroundZhang, L. (2024) · Applied and Computational Mathematics · doi:10.11648/j.acm.20241305.17
Theories of consciousness: A concise overview
Flonta, M. (2024) · Cognitie, Creier, Comportament · doi:10.24193/cbb.2024.29.03
Sharma, K., Deco, G., & Solodkin, A. (2024) · Cognitive Neuropsychology · doi:10.1080/02643294.2024.2420406
“One framework aimed at addressing the binding problem, posits the existence of a central hub of distributed but heavily interconnected neurons, which when simultaneously active, create a temporary and coherent “global neuronal workspace” (Mashour et al., 2020).”
Decoding cortical chronotopy—Comparing the influence of different cortical organizational schemes
Mecklenbrauck, F., Sepulcre, J., Fehring, J., & Schubotz, R. I. (2024) · NeuroImage · doi:10.1016/j.neuroimage.2024.120914
“Chunking however requires attention to the stimulus to provoke a global activation of hierarchically higher cortical areas (Dehaene et al., 2015; Mashour et al., 2020).”
Winstanley, M., Cruse, D., & Drust, B. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.11.09.622780
تاثیر میدانهای شعوری(ط) بر بلوغ آزمایشگاهی تخمکهای موش و نمو جنین به دنبال استفاده از IVF
طاهری, م., ترابی, س., المتوالی, م. آ., & سمسارها, ف. (2024) · ژورنال علمی کازمواینتل · doi:10.61450/joci.fa.v3i15.197
Diminished functional gradient of the precuneus during altered states of consciousnessPreprint
Lyu, D., Adapa, R., Carhart-Harris, R. L., Roseman, L., Owen, A. M., Naçi, L., Menon, D. K., & Stamatakis, E. A. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.12.17.628862
Sergeant-Perthuis, G., Ruet, N., Ognibene, D., Tisserand, Y., Williford, K., & Rudrauf, D. (2025) · Biological Cybernetics · doi:10.1007/s00422-024-01001-1 · Cited by 4
“…in integrative spatial cognition, notably for understanding multi-agent social interactions, perspective taking is rarely integral to existing models of consciousness or formally implemented (Koch et al. 2016; Kleiner and Tull 2021; Mashour et al. 2020; Dehaene et al. 2017; Merker et al. 2022b).”
Dacey, M. (2025) · Oxford University Press eBooks · doi:10.1093/9780198928102.003.0001
Conclusion: Of a Different Mind
Dacey, M. (2025) · Oxford University Press eBooks · doi:10.1093/9780198928102.003.0009
Dacey, M. (2025) · Oxford University Press eBooks · doi:10.1093/9780198928102.003.0002
Dacey, M. (2025) · Oxford University Press eBooks · doi:10.1093/9780198928102.003.0004
Dacey, M. (2025) · Oxford University Press eBooks · doi:10.1093/9780198928102.003.0003
Dacey, M. (2025) · Oxford University Press eBooks · doi:10.1093/9780198928102.003.0006
Dacey, M. (2025) · Oxford University Press eBooks · doi:10.1093/9780198928102.003.0005
Dacey, M. (2025) · Oxford University Press eBooks · doi:10.1093/9780198928102.002.0006
Individual differences in prioritization for consciousness and the conscious detection of changes
Chen, G. R., Harris, Y., & Hassin, R. R. (2025) · Consciousness and Cognition · doi:10.1016/j.concog.2025.103831
“Research on Global Neuronal Workspace theory, for example, shows that conscious processing involves global brain-wide information sharing, while non-conscious processing is weaker, temporally shorter, and involves smaller networks (e.g., Mashour et al., 2020).”
Noorman, S., Stein, T., Fahrenfort, J. J., & van Gaal, S. (2025) · eLife · doi:10.7554/elife.97900.2
Pains You Can’t Ignore: Attentional Demand and the Problem of Intensity
Burgess, P. (2025) · Erkenntnis · doi:10.1007/s10670-025-00935-7
“Now, the faster the neuronal firing rates, the more likely a given men - tal representation is to become consciously experienced (a good overview is Mashour et al., 2020).”
Evertz, R., Pelentritou, A., Cormack, J. R., Hicks, D. G., & Liley, D. T. J. (2025) · Journal of Neural Engineering · doi:10.1088/1741-2552/adc8d3
“Power spectra activity across a broadband from 7 Hz to 40 Hz was used, as this interval encapsulates both alpha band activity and the high frequency scaling of the spectrum.”
Prefrontal Cortex and the Control of Arousal States
Mashour, G. A. (2025) · Anesthesiology · doi:10.1097/aln.0000000000005417
Self-citationThe Role of Metacognition in the Global Workspace Theory of Consciousness
Osaka, N. (2025) · Transactions of the Japan Academy · doi:10.2183/tja.79.3_247
Wade, D. T., & Hanrahan, A. (2025) · Clinical Rehabilitation · doi:10.1177/02692155251333540
“22 The Global Neuronal Workspace Theory 23,24 and the Integrated Information Theory 25,26 both suggest self-consciousness arises from a higher-order cognitive processing than consciousness alone.”
Aberrant Prefrontal Activity and Arousal Level Correlate with Action Initiation and Response VigorPreprint
Klein, F. J., Vasilev, D., Iwai, R., et al. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5245670
WITHDRAWNPreprint
Parmar.Husserl (2025) · Thesis Commons (OSF Preprints) · doi:10.31237/osf.io/yw749_v1
An Explanation for Dreaming Based on Neuronal MaintenancePreprint
Grinde, B. (2025) · Qeios · doi:10.32388/drh3h4
Hendrickx, M., Tousart, Q., & Drouin, E. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1556279
Neural correlates of consciousness in an auditory no-report fMRI studyPreprint
Dellert, T., Balster, H., Schloßmacher, I., Bruchmann, M., Moeck, R., & Straube, T. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.05.16.654468 · Cited by 2
Against the brain time theory as a general theory of temporal binding
Pedersen, R. (2025) · Phenomenology and the Cognitive Sciences · doi:10.1007/s11097-025-10078-3
Reverse Engineering of Human Brain Using EEG Recordings
Koprinkova‐Hristova, P., Nedelcheva, S., & Bocheva, N. B. (2025) · Studies in computational intelligence · doi:10.1007/978-3-031-76786-9_10 · Cited by 1
Noorman, S., Stein, T., Zantvoord, J. B., Fahrenfort, J. J., & van Gaal, S. (2025) · eLife · doi:10.7554/elife.100530.2
Impairment of Consciousness and Coma
Boerwinkle, V. L., & Broman-Fulks, J. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-10944-7.00121-9
Non-conscious Multisensory Integration in the Ventriloquist EffectPreprint
Turkovich, E., Sankaran, S., Dou, W., & Samaha, J. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.06.01.657322
“Consciousness, on the other hand, reflects the contents that are broadcast beyond local processing and are widely accessible by other processing modules, putatively mediated by a long-range, recurrent, frontal-parietal network (Mashour et al., 2020).”
Exploring Neural Mechanisms Underlying High-Dimensional Brain ActivityPreprint
Tozzi, A. (2025) · SSRN Electronic Journal · doi:10.20944/preprints202506.0434.v1
Changes in Connectivity at Loss of Consciousness: Comment
Niño, C., Mejía, J. A., Montoya, G., et al. (2025) · Anesthesiology · doi:10.1097/aln.0000000000005495
Continuous flashing suppression of neural responses and population orientation coding in macaque V1Preprint
Chen, C.-X., Wang, X., Jiang, D.-Q., Tang, S., & Yu, C. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.06.13.658791
Genetic capture for conscious state transitionsPreprint
Heshmati, M., Lazaro, H., Schneider, K. N., Jin, M., Beck, A. I., Rijsketic, D. R., Murry, A. D., Navarrete, J. S., Shin, C. C., Barrow, A. C., et al. (2025) · Research Square · doi:10.21203/rs.3.rs-6192781/v1
An Explanation for Dreaming Based on Neuronal MaintenancePreprint
Grinde, B. (2025) · Qeios · doi:10.32388/drh3h4.2
CONSCIOUSNESS IN ARTIFICIAL INTELLIGENCE SYSTEMS AND ARTISTIC RESEARCH STRATEGIES IN AI ARTPreprint
Марусяк, Т. С. Т. С. М. (2025) · doi:10.14293/pr2199.001765.v1
TOWARD A SPECULATIVE PREDICTIVE FRAMEWORK FOR AESTHETIC PROCESSES IN AI ARTPreprint
Марусяк, Т. С. Т. С. М. (2025) · doi:10.14293/pr2199.001766.v1
Modular dynamics of conscious and unconscious states in marmoset cortexPreprint
Standage, D., Hori, Y., Nashed, J. Y., Gale, D. J., Menon, R. S., Everling, S., & Gallivan, J. P. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.07.09.663972
“In our view, a more promising approach is to simulate brain circuitry (characterised by dense recurrent connectivity) with neural models and to compare model activity with neural recordings from conscious and unconscious states (14, 74).”
InfluentialParallels Between the Digital Twin Concept and Mathematical Phenomenology of Human Perception
Lubashevsky, I., & Lubashevskiy, V. (2025) · 2018Systems of Signal Synchronization, Generating and Processing in Telecommunications (SYNCHROINFO) · doi:10.1109/synchroinfo65403.2025.11079313
Alpha and theta dynamics successively resolve competition between rival visual stimuliPreprint
Wen, W., Wu, Y., Reinhart, R. M. G., & Li, S. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.07.21.665846
Matringe, E., Khalaf, A. F., Granchamp, R., et al. (2025) · Epilepsia · doi:10.1111/epi.18557
“29,30 However, posterior brain networks are also postulated to play a key role in conscious processes, 31–33 including self-representation 34 and metacognitive processing.”
Fuentes, L. J., & Valle‐Inclán, F. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5358182
Metacontrast masking of symmetric stimuli
Contemori, G., Musa, M., Oletto, C. M., Vicentin, S., Battaglini, L., Cona, G., & Bertamini, M. (2025) · PLoS ONE · doi:10.1371/journal.pone.0330019
“These findings resonate with broader theoretical frameworks of visual consciousness, which posit that phenomenal awareness emerges from recurrent, large-scale cortical interactions rather than from isolated feedforward sweeps [77].”
Hope, A. (2025) · Lodz Papers in Pragmatics · doi:10.1515/lpp-2024-0030
Neuroanatomical Basis of Coma in Acute Ischemic StrokePreprint
Zhang, Z., White, M., Kim, J. A., Torres‐Lopez, V., Khalaf, A. F., Jin, D., Boes, A. D., Edlow, B. L., English, S. W., Fischer, D. B., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.08.15.670576
Prentner, R. (2025) · Physics of Life Reviews · doi:10.1016/j.plrev.2025.08.005
Últimas noticias sobre la consciencia humana, el gran misterio de la ciencia
Martínez, P., Poveda, J., Poch, C., et al. (2022) · doi:10.64628/aao.heeww9qjc
Tonal Tinnitus Does Not Interfere with Tone Detection at the Tinnitus Pitch-Matched Frequency
Borst, J. G. G., & Goedegebure, A. (2025) · Trends in Hearing · doi:10.1177/23312165251376382
Cognition–Emotion Interactions
Armony, J., & Vuilleumier, P. (2025) · Cambridge University Press eBooks · doi:10.1017/9781009342919.024
Retrospective attention reveals a decaying theta rhythm in conscious access to a preceding stimulusPreprint
Yun, S., Kim, Y., Jeong, J.-S., & Kim, Y. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.09.23.677981
Mori, Y., Kanno, K., Hoshino, H., Suzutani, K., Oyama, A., Itagaki, S., Kunii, Y., & Miura, I. (2025) · Frontiers in Neuroscience · doi:10.3389/fnins.2025.1644497
A Dharmakīrtian Model of Relevance Realization in Cognitive Agents
Amir, N., & Dunne, J. D. (2025) · Contemporary Buddhism · doi:10.1080/14639947.2025.2564476 · Cited by 1
“This notion, combined with the Dharmakīrtian model of concept formation, resembles a leading contemporary scientific theory of the neural basis of conscious access, namely the Global Neuronal Workspace theory (Mashour et al. 2020).”
Advances in understanding and treating disorders of consciousness caused by brainstem injury
He, Q., Zhu, S., Chai, X., Cao, T., Wang, N., & Yang, Y. (2025) · Chinese Neurosurgical Journal · doi:10.1186/s41016-025-00411-9
“This transition has given rise to the concept of brain networks, highlighting the interaction and connectivity patterns between diverse brain regions [32].”
Congyu, L., Tewarie, P. K. B., Alnagger, N., Mindlin, I., van der Lande, G., Belloli, L. M. L., Laureys, S., Naccache, L., Rohaut, B., Thibaut, A., et al. (2026) · PLoS Computational Biology · doi:10.1101/2025.10.24.683919 · Cited by 1
“Additionally, we examined the frontal and parietal cortex in addition to the averaged whole brain activity, as the Global Neuronal Workspace (GNW) hypothesis suggests a fronto-parietal network plays a crucial role in making information accessible for conscious experience 43,44 .”
Augmentor: a cognitive-inspired approach for context-aware adaptive learning with human guidance
Nguyen, H. T., Haugen, Ø., & Johnsen, E. B. (2025) · Journal of Intelligent Manufacturing · doi:10.1007/s10845-025-02712-3
“…upon GWT, the Global Neuronal Workspace (GNW) model offers a more neuroscience-grounded per - spective, suggesting that certain brain regions, particularly the prefrontal and parietal cortices, form a network that facilitates conscious processing (Dehaene et al., 1998), Mashour et al. (2020 ).”
Chen, J., Gao, L., Che, Z., Chen, S., Xue, C., Wu, H., Qi, W., Huang, Y., Fan, J., Zhong, Y., et al. (2025) · Alzheimer s & Dementia · doi:10.1002/alz.70895
Pérez-Ordoyo, E., Tasserie, J., Uhrig, L., Gomez, C., Grigis, A., Stikvoort, W., Geli, S., Tagliazucchi, E., Kringelbach, M. L., Luppi, A. I., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.11.07.686535
Kim, M., Duncan, C., & Sankey, D. (2025) · Mind Brain and Education · doi:10.1111/mbe.70030
“It was discovered that it is initial pre-conscious error-monitoring (indexed by ERN) that modulates the amplitudes of P3b, indicative of neural signals entering working memory (Mashour et al., 2020) and subsequent memory update (Polich, 2012).”
InfluentialTranscranial focused ultrasound for identifying the neural substrate of conscious perception
Freeman, D. K., Odegaard, B., Yoo, S., & Michel, M. (2025) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2025.106485 · Cited by 1
“Does conscious perception arise from global processing across many brain areas (Mashour et al. 2020) or is it generated within some local brain region (Malach 2021)?”
On The Influence of Consciousness On Space-TimePreprint
KIRDAĞ, M. C. (2025) · doi:10.14293/pr2199.002419.v1
The interaction between language and consciousness
Aubinet, C., Gosseries, O., & Majerus, S. (2025) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2025.106498
Consciousness: Moving forward by going backward
Christof Koch, A. (2025) · Current Biology · doi:10.1016/j.cub.2025.10.073
On The Influence of Consciousness On Space-TimePreprint
KIRDAĞ, M. C. (2025) · doi:10.14293/pr2199.002419.v2
Chen, C.-X., Wang, X., Jiang, D.-Q., Tang, S., & Yu, C. (2025) · eLife · doi:10.7554/elife.107518.1
Multiscale dynamical characterization of cortical brain states: from synchrony to asynchronyPreprint
Sanchez-Vives, M. V., Manasanch, A., Pigorini, A., Arena, A., Camassa, A., Juel, B. E., Porta, L. D., Capone, C., Luca, C. D., Bonis, G. D., et al. (2025) · eLife · doi:10.7554/elife.108613.1
(Short) Emergenter kausaler Realismus / Emergent causal Realism
Schadek, P. V. (2025) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.16883203
Automatic binding of basic sensory features requires consciousnessPreprint
Han, Z., Zhu, H., Chu, Q., Wu, Y., Chen, X., Wang, Y., Li, S., Teng, X., Wong, P. C. M., Yao, C., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2025.12.10.693567
“Under general anesthesia, the encoding of individual features remained intact, whereas feature binding in the integrative regions in the auditory cortices was selectively abolished 11,22 .”
Li, Z., Nian, J., Li, S., Deng, Z., Wu, H., Zhong, H., Huang, X., Qin, P., Wang, J., Xie, Q., et al. (2025) · Brain Research · doi:10.1016/j.brainres.2025.150122
Stockart, F., Robin, A., Blumenfeld, H., Brázdil, M., Kahane, P., Mudrik, L., Thum, J., Pereira, M., & Faivre, N. (2026) · eLife · doi:10.7554/elife.109604
“The global neuronal workspace theory holds that a given content is consciously experienced when a non-linear ‘ignition’ broadcasts this content throughout the brain via thalamocortical loops and pyramidal neurons in parietal and prefrontal cortices ( Mashour et al., 2020 ).”
InfluentialDeeper into dissociative Amnesia: A perspective from Higher-Order theories of consciousness
Tytgat, E. M., & Panagiotou, M. (2026) · Consciousness and Cognition · doi:10.1016/j.concog.2026.103998
Neural mechanisms of feature binding in working memory
Cao, Y., Chen, F., Wang, H., Weng, X., Theeuwes, J., & Wang, B. (2026) · Communications Biology · doi:10.1038/s42003-026-09548-4
“Thisnetwork mayfunctionasaworkspace 38,39 serving feature binding via dynamic interactions between these regions.”
Presynaptic control of top-down signaling in neocortical layer 1Preprint
Bonekamp, K. E., Ratz, M. L., Gillie, G. R., Xiong, L., Sebek, M., & Crandall, S. R. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.01.31.703032
“Neural circuits in the neocortex play a crucial role in this process, contributing significantly to normal sensory perception, learning, and consciousness 10–15 .”
The sensorimotor theory of phenomenal consciousness
O'Regan, J. K. (2026) · Elsevier eBooks · doi:10.1016/b978-0-443-29258-3.00002-1
A late meta-stable code of conscious access in the absence of reportPreprint
Hutchinson, B. T., Dehaene, S., Slagter, H. A., & Pitts, M. A. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.01.30.702733 · Cited by 1
“A larger question is whether these findings are more in line with sensory models of consciousness [39, 42] or cognitive models such as the GNW [1-2, 12, 38] or higher order theories [43].”
InfluentialSelf-citationBarrett, M. (2026) · Springer eBooks · doi:10.1007/978-3-032-11407-5_23
Stimulus-driven and behavior-driving activity along the cortical auditory hierarchy
Nourski, K. V., Steinschneider, M., Rhone, A. E., & Howard, M. A. (2026) · NeuroImage · doi:10.1016/j.neuroimage.2026.121801 · Cited by 1
“While a detailed discussion of models of conscious auditory perception is beyond the scope of this paper, several comments regarding how current data fit within some of their theoretical constructs can be made (Mashour et al., 2020; Seth and Bayne, 2022).”
Cognitive Processing of Novel Auditory Stimuli in Children with Acute Disorders of Consciousness
Appavu, B. L., Wykhoff, S., Burrows, B. T., et al. (2026) · Neurocritical Care · doi:10.1007/s12028-026-02456-9
“…stem from the potential difference in detecting these two neural events (MMN vs. P300b): while MMN originates from focal generators and lasts a few milliseconds, P300b originates from a brain-scale neural network reminiscent of global neuronal workspace theory [27] and is sustained over ~ 100 ms.”
On The Influence of Consciousness On Space-TimePreprint
KIRDAĞ, M. C. (2025) · doi:10.14293/pr2199.002419.v3
ADAPTIVE AI-TUTORS FOR THEATRE AND DRAMA EDUCATION
Kalita, B., Kumar, P., Saraswati, B., Kulkarni, N., Sinkar, Y. D., & Afsan, M. (2026) · ShodhKosh Journal of Visual and Performing Arts · doi:10.29121/shodhkosh.v7.i1s.2026.7196
Nago, H., Kojima, H., Yamaguchi, H., & Yamashita, Y. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.02.20.706948
“Neuroscience research has demonstrated that information inte-gration—ranging from the binding of sensory modalities to global integration via fronto-posterior connections—is indispensable for establishing higher-order cognitive functions, such as memory, decision-making, and consciousness [5–8].”
What Smart AIs Can Do without Consciousness
Strasser, A. (2026) · Journal of Artificial Intelligence and Consciousness · doi:10.1142/s2705078526400023
A Semiotic and Systems-Theoretic Framework for the Emergence of Consciousness
Morales, J. A., Guzmán, G., Mendizabal-Ruiz, A. P., León, A., & Paredes, O. (2026) · Biosemiotics · doi:10.1007/s12304-026-09638-0
“This theory aligns well with empirical findings about neural signatures of consciousness, such as late-stage widespread activation patterns and global ignition dynamics (Dehaene & Changeux, 2011 ; Mashour et al., 2020 ).”
Alpha Oscillations Track the Projection of Reactivated Memories into Conscious Awareness
Griffiths, B. (2026) · Journal of Neuroscience · doi:10.1523/jneurosci.1487-25.2026 · Cited by 1
“…the importance of globally representing stimulus information [e.g., global neuronal workspace theory (Baars, 2005; Dehaene and Changeux, 2011; Mashour et al., 2020; Baars et al., 2021); higher order theory (Lau and Rosenthal, 2011; Brown et al., 2019); integrated information theory (Tononi…”
From mechanisms to meanings: toward a content-sensitive psychiatry
Nappe, L. F. (2026) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2026.1742330
Zou, X., Gu, H., Chen, Y., Li, X., & Zhang, X. (2026) · Mindfulness · doi:10.1007/s12671-026-02789-8
Perceptual awareness and visual cortex
Bachmann, T. (2026) · Elsevier eBooks · doi:10.1016/b978-0-443-29258-3.00018-5
Beni, M. D. (2026) · Journal for General Philosophy of Science · doi:10.1007/s10838-025-09759-z
Li, H., Dong, L., Cao, L., Tang, Z., Liu, T., Liu, J., Zhang, X., & Zhang, H. (2026) · European journal of medical research · doi:10.1186/s40001-026-04117-1
Metadata
- Authors
- Mashour, G. A., Roelfsema, P., Changeux, J.-P., & Dehaene, S.
- Affiliations
- University of Michigan (US)
- Netherlands Institute for Neuroscience (NL)
- Centre National de la Recherche Scientifique (FR)
- Université Paris-Sud (FR)
- Corresponding author
- Changeux, Jean-Pierre
- Dehaene, Stanislas
- Venue
- Neuron
- Publisher
- Elsevier BV
- Published
- 2020-03
- Volume
- 105
- Issue
- 5
- Pages
- 776-798
- ISSN
- 0896-6273 (ISSN-L)
- PMC
- PMC8770991
- OpenAlex
- W3009555114
- Cited by
- 1,164
- References
- 260
- Citations by year
- 2026: 269 · 2025: 197 · 2024: 209 · 2023: 163 · 2022: 159 · 2021: 107 · 2020: 58
- FWCI
- 17.75
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Neuron (publishedVersion)
- PubMed (publishedVersion)
- KNAW research portal (Royal Academy of Art and Sciences (KNAW)) (publishedVersion, cc-by-nc-nd)
- PubMed Central (acceptedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, cc-by-nc-nd)
- HAL (submittedVersion, cc-by-nc)
- Pure Amsterdam UMC (submittedVersion)
- VU Research Portal (submittedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Funders
- National Institutes of Health
- Topics
- Social Sciences › Arts and Humanities › Philosophy › Philosophy and Theoretical Science
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Keywords
- consciousness, conscious processing, recurrent processing, neural representations, general anesthesia, attention, working memory, neural correlates of consciousness
- MeSH terms
- Anesthesia, General, Attention, Brain, Cognition, Consciousness, Humans, Memory, Short-Term, Neurons, Psychological Theory
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
A language model drew the claims from the paper on 2026-09-28, under version 3 of the claim definition (prompt extract-v3).
A second model labelled each claim on 2026-09-28 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
Cited sources are checked with a language model’s help (gpt-6-sol).
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review