Cerebral mechanisms of word masking and unconscious repetition priming
Abstract
We used functional magnetic resonance imaging (fMRI) and event-related potentials (ERPs) to visualize the cerebral processing of unseen masked words. Within the areas associated with conscious reading, masked words activated left extrastriate, fusiform and precentral areas. Furthermore, masked words reduced the amount of activation evoked by a subsequent conscious presentation of the same word. In the left fusiform gyrus, this repetition suppression phenomenon was independent of whether the prime and target shared the same case, indicating that case-independent information about letter strings was extracted unconsciously. In comparison to an unmasked situation, however, the activation evoked by masked words was drastically reduced and was undetectable in prefrontal and parietal areas, correlating with participants' inability to report the masked words.
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Global Workspace Theory addresses paradigm cases including the attentional blink, masking, and wakefulness vs. sleep.
“GWT addresses paradigm cases including the attentional blink (Sergent et al., 2005), masking (Dehaene et al., 2001), and wakefulness vs. sleep (Dehaene et al., 2003).”
From Hard criteria for empirical theories of consciousness (2021) · cites this paper as Dehaene et al., 2001
This notion has been reinforced by findings indicating that the same fronto-parietal network is activated when contrasting brain responses to the same stimuli when subjects reported seeing them or not.
“This notion has been reinforced by findings indicating that the same fronto-parietal network is activated when contrasting brain responses to the same stimuli when subjects reported seeing them or not 47 .”
From The neural correlates of dreaming (2017) · cites this paper as [47]
Neuroimaging studies coupled with masking paradigms have shown greater ACC activation associated with reported relative to unreported processing of visual, auditory, and somatosensory stimuli.
“Consistent with a role for the ACC in consciousness, neuroimaging studies coupled with masking paradigms have shown greater ACC activation associated with reported relative to unreported processing of visual (Dehaene et al., 2001;Gross et al., 2004;Sergent et al., 2005;Van Gaal et al., 2011), auditory (Sadaghiani et al., 2009), and even somatosensory stimuli (Boly et al., 2007).”
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 Dehaene et al., 2001
The left occipitotemporal cortex houses abstract representations of visual words.
“The strongest and most influential claim was that the left occipitotemporal cortex housed abstract representations of visual words (Cohen et al., 2000; Dehaene et al., 2001).”
From A review and synthesis of the first 20years of PET and fMRI studies of heard speech, spoken language and reading (2012) · cites this paper as Dehaene et al., 2001
The VWFA produces measurable responses to words, even under conditions that prevent awareness of the visual presentation of a word.
“The VWFA produces measurable responses to words, even under conditions that prevent awareness of the visual presentation of a word [18] (Fig. 2).”
From The visual word form area: expertise for reading in the fusiform gyrus (2003) · cites this paper as [18]
When a word is repeated immediately, fMRI and N200 ERP responses associated with the VWFA demonstrate sensitivity to word repetition that is independent of changes in letter case.
“Furthermore, when a word is repeated immediately, fMRI and N200 ERP responses associated with the VWFA demonstrate sensitivity to word repetition that is independent of changes in letter case [18,21].”
From The visual word form area: expertise for reading in the fusiform gyrus (2003) · cites this paper as [18]
Evidence from priming or adaptation paradigms provides evidence for functional specialization for case-invariant letter recognition in the left fusiform region.
“although it provides evidence for functional specialization for case-invariant letter recognition in the left fusiform region (Dehaene et al., 2001; Dehaene et al., in press).”
From Specialization within the ventral stream: the case for the visual word form area (2004) · cites this paper as Dehaene et al., 2001
The VWFA shows repetition priming whenever a target word is preceded by a subliminal presentation of the same word, whether the two words are printed in the same or in a different case.
“Furthermore, the VWFA shows repetition priming whenever a target word is preceded by a subliminal presentation of the same word, whether the two words are printed in the same or in a different case (e.g. table followed by TABLE) (Dehaene et al., 2001).”
From Specialization within the ventral stream: the case for the visual word form area (2004) · cites this paper as Dehaene et al., 2001
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Information integration without awareness
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Repetition suppression of faces is modulated by emotion
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Distinct brain mechanisms for conscious versus subliminal error detection
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Self-citationFiltering of neural signals by focused attention in the monkey prefrontal cortex
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Bifurcation in brain dynamics reveals a signature of conscious processing independent of report
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Hard criteria for empirical theories of consciousness
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“, 2005), masking (Dehaene et al., 2001), and wakefulness vs.”
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Expectations accelerate entry of visual stimuli into awareness
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On the functional anatomy of the urge-for-action
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Breakdown of the brain’s functional network modularity with awareness
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Visualizing the neural bases of a disconnection syndrome with diffusion tensor imaging
Molko, N., Cohen, L., Mangin, J. F., Chochon, F., Lehéricy, S., Bihan, D. L., & Dehaene, S. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/08989290260045864 · Cited by 144 · see citing works
Visual Selective Behavior Can Be Triggered by a Feed-Forward Process
VanRullen, R., & Koch, C. (2003) · Journal of Cognitive Neuroscience · doi:10.1162/089892903321208141 · Cited by 140 · see citing works
Sergent, C., & Dehaene, S. (2004) · Journal of Physiology-Paris · doi:10.1016/j.jphysparis.2005.09.006 · Cited by 139 · see citing works
Self-citationPitts, M. A., Lutsyshyna, L. A., & Hillyard, S. A. (2018) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2017.0348 · Cited by 135 · see citing works
Classical conditioning of analgesic and hyperalgesic pain responses without conscious awareness
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Multisensory Integration in Complete Unawareness: Evidence From Audiovisual Congruency Priming
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Nonconscious formation and reactivation of semantic associations by way of the medial temporal lobe
Henke, K., Mondadori, C. R. A., Treyer, V., Nitsch, R. M., Buck, A., & Hock, C. (2003) · Neuropsychologia · doi:10.1016/s0028-3932(03)00035-6 · Cited by 128 · see citing works
Can predictive coding explain repetition suppression?
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Dissociable Brain Mechanisms Underlying the Conscious and Unconscious Control of Behavior
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Sensitivity to orthographic familiarity in the occipito-temporal region.
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A Neurosurgical Functional Dissection of the Middle Precentral Gyrus during Speech Production
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Spontaneous Fluctuations and Non-linear Ignitions: Two Dynamic Faces of Cortical Recurrent Loops
Moutard, C., Dehaene, S., & Malach, R. (2015) · Neuron · doi:10.1016/j.neuron.2015.09.018 · Cited by 99 · see citing works
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“As in previous studies (Caharel, d’Arripe, Ramon, Jacques, & Rossion, 2009; Dehaene et al., 2001), we defined the P1 as the largest positivity between 80 and 110 ms after stimulus presentation, and the N1 as the largest negativity between 90 and 130 ms after stimulus presentation.”
The predictive global neuronal workspace: a formal active inference model of visual consciousness
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Concurrent Repetition Enhancement and Suppression Responses in Extrastriate Visual Cortex
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Are we studying consciousness yet?
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Self-citationHebrew Brain vs. English Brain: Language Modulates the Way It Is Processed
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“The OT is known to be involved in form processing (Cohen et al., 2000, 2002; Dehaene, Le Clec, Poline, Le Bihan, & Cohen, 2002; Dehaene et al., 2001).”
“What” and “Where” in Word Reading: Ventral Coding of Written Words Revealed by Parietal Atrophy
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How Awareness Changes the Relative Weights of Evidence During Human Decision-Making
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Self-citationSubliminal Number Priming Within and Across the Visual and Auditory Modalities
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- Authors
- Dehaene, S., Naccache, L., Cohen, L., Bihan, D. L., Mangin, J.-F., Poline, J.-B., & Rivière, D.
- Affiliations
- Inserm (FR)
- Commissariat à l'Énergie Atomique et aux Énergies Alternatives (FR)
- Corresponding author
- Dehaene, Stanislas
- ORCID
- Venue
- Nature Neuroscience
- Published
- 2001-07
- Volume
- 4
- Issue
- 7
- Pages
- 752-758
- ISSN
- 1097-6256 (ISSN-L)
- 1546-1726
- OpenAlex
- W1519837751
- Cited by
- 1,305
- References
- 51
- Citations by year
- 2026: 19 · 2025: 33 · 2024: 44 · 2023: 37 · 2022: 55 · 2021: 52 · 2020: 51 · 2019: 54 · 2018: 77 · 2017: 38 · 2016: 42 · 2015: 50 · 2014: 63 · 2013: 75 · 2012: 59
- FWCI
- 75.26
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- HAL (submittedVersion)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
- Keywords
- repetition suppression, fusiform gyrus, extrastriate cortex, prefrontal cortex, parietal cortex, conscious reading, visual word recognition, neural correlates of consciousness
- MeSH terms
- Adult, Brain Mapping, Evoked Potentials, Female, Frontal Lobe, Humans, Magnetic Resonance Imaging, Male, Occipital Lobe, Parietal Lobe, Perceptual Masking, Photic Stimulation, Reading, Visual Perception
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