The DOI matches its Crossref record; 122 of the 122 references it cites were found in a registry or an index.
A predictive processing theory of sensorimotor contingencies: explaining the puzzle of perceptual presence and its absence in synesthesia.
Open accessAbstract
Normal perception involves experiencing objects within perceptual scenes as real, as existing in the world. This property of "perceptual presence" has motivated "sensorimotor theories" which understand perception to involve the mastery of sensorimotor contingencies. However, the mechanistic basis of sensorimotor contingencies and their mastery has remained unclear. Sensorimotor theory also struggles to explain instances of perception, such as synesthesia, that appear to lack perceptual presence and for which relevant sensorimotor contingencies are difficult to identify. On alternative "predictive processing" theories, perceptual content emerges from probabilistic inference on the external causes of sensory signals, however, this view has addressed neither the problem of perceptual presence nor synesthesia. Here, I describe a theory of predictive perception of sensorimotor contingencies which (1) accounts for perceptual presence in normal perception, as well as its absence in synesthesia, and (2) operationalizes the notion of sensorimotor contingencies and their mastery. The core idea is that generative models underlying perception incorporate explicitly counterfactual elements related to how sensory inputs would change on the basis of a broad repertoire of possible actions, even if those actions are not performed. These "counterfactually-rich" generative models encode sensorimotor contingencies related to repertoires of sensorimotor dependencies, with counterfactual richness determining the degree of perceptual presence associated with a stimulus. While the generative models underlying normal perception are typically counterfactually rich (reflecting a large repertoire of possible sensorimotor dependencies), those underlying synesthetic concurrents are hypothesized to be counterfactually poor. In addition to accounting for the phenomenology of synesthesia, the theory naturally accommodates phenomenological differences between a range of experiential states including dreaming, hallucination, and the like. It may also lead to a new view of the (in)determinacy of normal perception.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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
“Hence the agent’s model must be able to entertain ‘counterfactually rich’ representations; i.e., beliefs about several alternative potential actions and the states of affairs that these actions would bring about”
From 'Seeing the Dark': Grounding Phenomenal Transparency and Opacity in Precision Estimation for Active Inference (2018) · cites this paper as Seth, 2014
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
“The latter case fits well with Seth’s (2014) related proposal that the perceived ‘realness’ of objects depends on the identification of features invariant to some potential (counterfactual) manipulation of the object.”
From 'Seeing the Dark': Grounding Phenomenal Transparency and Opacity in Precision Estimation for Active Inference (2018) · cites this paper as Seth, 2014
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“Interestingly, it has been suggested that such counterfactual aspects of perceptual prediction may underlie basic properties perceptual experience, such as ‘presence’ or ‘objecthood’ [36].”
From Active interoceptive inference and the emotional brain (2016) · cites this paper as [36]
The cited source says what the claim attributes to it.
In the citing paper
“This formulation is reminiscent of certain action-oriented or enactive appro aches to consciousness, such as sensorimotor contingency theory (O'Regan, 2011; O'Regan & Noë, 2001; see also Seth, 2014).”
From Integrated information and predictive processing theories of consciousness: An adversarial collaborative review (2026) · cites this paper as Seth, 2014
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
James, W. (1891) · Personality Culture Society · doi:10.1037/11059-000 · Cited by 25,876
The Ecological Approach to Visual Perception
Bornstein, M. H., & Gibson, J. J. (1980) · The Journal of Aesthetics and Art Criticism · doi:10.2307/429816 · Cited by 22,935
The Ecological Approach to Visual Perception: Classic Edition
Gibson, J. J. (2014) · doi:10.4324/9781315740218 · Cited by 12,132
Journal of Consciousness Studies
(2022) · Journal of Consciousness Studies · doi:10.53765/20512201 · Cited by 6,852
Hearing lips and seeing voices
MCGURK, H., & MACDONALD, J. (1976) · Nature · doi:10.1038/264746a0 · Cited by 6,183
Whatever next? Predictive brains, situated agents, and the future of cognitive science
Clark, A. (2013) · Behavioral and Brain Sciences · doi:10.1017/s0140525x12000477 · Cited by 5,924
Rao, R. P. N., & Ballard, D. H. (1999) · Nature Neuroscience · doi:10.1038/4580 · Cited by 5,483 · cited 1×
“It is important to say exactly what is distinctive about PPSMC as compared to standard predictive coding (e.g., Rao & Ballard, 1999) and active inference (Friston, Mattout, & Kilner, 2011).”
BackgroundA theory of cortical responses.
Friston, K. (2005) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2005.1622 · Cited by 4,578
The principles of psychology, Vol I.
James, W. (1890) · doi:10.1037/10538-000 · Cited by 4,514
A sensorimotor account of vision and visual consciousness
O'Regan, J. K., & Noë, A. (2001) · Behavioral and Brain Sciences · doi:10.1017/s0140525x01000115 · Cited by 3,126
Research works printed but not linked: 5
- Bubic A., 2010, Frontiers in Human Neuroscience, 4, 25
- Friston K. J., 2012, Frontiers in Psychology, 3, 151
- Kohler I., 1951, Psychological Issues, 3, 1
- Luke D. P., 2013, Frontiers in Psychology, 4, 753
- Seth A. K., 2011, Frontiers in Psychology, 2, 395
Cited by
Sorted by citations
Items 101–200 of 348
Grief’s impact on sensorimotor expectations: an account of non-veridical bereavement experiences
Millar, B. (2021) · Phenomenology and the Cognitive Sciences · doi:10.1007/s11097-021-09759-6 · Cited by 17
Visual Perceptual Echo Reflects Learning of Regularities in Rapid Luminance Sequences
Chang, A. Y.-C., Schwartzman, D. J., Rufin Vanrullen, A., Ryota Kanai, C., & Seth, A. K. (2017) · Journal of Neuroscience · doi:10.1523/jneurosci.3714-16.2017 · Cited by 16
Self-citationHow Dynamic Brain Networks Tune Social Behavior in Real Time
Silston, B., Bassett, D. S., & Mobbs, D. (2018) · Current Directions in Psychological Science · doi:10.1177/0963721418773362 · Cited by 18
Perceptual Gains and Losses in Synesthesia and Schizophrenia
van Leeuwen, T. M., Sauer, A., Jurjut, A.-M., Wibral, M., Uhlhaas, P. J., Singer, W., & Melloni, L. (2020) · Schizophrenia Bulletin · doi:10.1093/schbul/sbaa162 · Cited by 18
Signs of consciousness in AI: Can GPT-3 tell how smart it really is?
Bojić, L., Stojković, I., & Jolić Marjanović, Z. (2024) · Humanities and Social Sciences Communications · doi:10.1057/s41599-024-04154-3 · Cited by 19
Enactive neuroscience, the direct perception hypothesis, and the socially extended mind
Froese, T. (2015) · Behavioral and Brain Sciences · doi:10.1017/s0140525x14000892 · Cited by 16
A Response to Our Theatre Critics
Hobson, J., & Friston, K. J. (2016) · Journal of Consciousness Studies · Cited by 18
Laflaquière, A., O'Regan, J. K., Gas, B., & Terekhov, A. V. (2018) · Neural Networks · doi:10.1016/j.neunet.2018.06.001 · Cited by 19
On the non-uniqueness problem in integrated information theory
Hanson, J. R., & Walker, S. I. (2023) · Neuroscience of Consciousness · doi:10.1093/nc/niad014 · Cited by 17
Mudrik, L., Hirschhorn, R., & Korisky, U. (2024) · Neuron · doi:10.1016/j.neuron.2024.03.031 · Cited by 19
Bodily skill and internal representation in sensorimotor perception
Silverman, D. (2017) · Phenomenology and the Cognitive Sciences · doi:10.1007/s11097-017-9503-5 · Cited by 19
Dijker, A. J. M. (2019) · Health Psychology Open · doi:10.1177/2055102919889883 · Cited by 16
Defining (trained) grapheme-color synesthesia
Colizoli, O., Murre, J. M. J., & Rouw, R. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00368 · Cited by 14
The worldly constituents of perceptual presence
Paolo, E. A. D. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00450 · Cited by 14
A systematic approach to brain dynamics: cognitive evolution theory of consciousness
Yurchenko, S. B. (2022) · Cognitive Neurodynamics · doi:10.1007/s11571-022-09863-6 · Cited by 20
A match made in heaven: predictive approaches to (an unorthodox) sensorimotor enactivism
Vázquez, M. J. C. (2019) · Phenomenology and the Cognitive Sciences · doi:10.1007/s11097-019-09647-0 · Cited by 15
Grounding the experience of a visual field through sensorimotor contingencies
Laflaquière, A. (2017) · Neurocomputing · doi:10.1016/j.neucom.2016.11.085 · Cited by 13
The myth of the Bayesian brain
Mangalam, M. (2025) · European Journal of Applied Physiology · doi:10.1007/s00421-025-05855-6 · Cited by 14
“By framing perception as inference and action as a means of testing perceptual hypotheses, it challenges traditional boundaries between sensing and doing (Clark 2013; Hohwy 2013; Seth 2014).”
Allen, K. B., Tan, P. Z., Sullivan, J. A., Baumgardner, M., Hunter, H., & Noose, S. K. (2023) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-023-00458-z · Cited by 14
Arthur, T., Vine, S. J., Wilson, M., & Harris, D. (2024) · Journal of Vision · doi:10.1167/jov.24.6.4 · Cited by 12
Oblak, A., Ozimič, A. S., Repovš, G., & Kordeš, U. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.811712 · Cited by 11
Aligning the free-energy principle with Peirce’s logic of science and economy of research
Beni, M. D., & Pietarinen, A. (2021) · European Journal for Philosophy of Science · doi:10.1007/s13194-021-00408-y · Cited by 11
Steps toward an enactive account of synesthesia
Froese, T. (2014) · Cognitive Neuroscience · doi:10.1080/17588928.2014.905521 · Cited by 11
Froese, T. (2024) · Entropy · doi:10.3390/e26040288 · Cited by 14
Constructing priors in synesthesia
van Leeuwen, T. M. (2014) · Cognitive Neuroscience · doi:10.1080/17588928.2014.905520 · Cited by 11
How non-veridical perception drives actions in healthy humans: evidence from synaesthesia
Schreiter, M. L., Chmielewski, W. X., Ward, J., & Beste, C. (2019) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2018.0574 · Cited by 10
Perceptual Presence in the Kuhnian-Popperian Bayesian Brain
Wiese, W. (2015) · doi:10.15502/9783958570207 · Cited by 10
A novel model of divergent predictive perception
Reeder, R., Sala, G., & van Leeuwen, T. M. (2024) · Neuroscience of Consciousness · doi:10.1093/nc/niae006 · Cited by 11
Costines, C., & Schmidt, T. T. (2024) · Current topics in behavioral neurosciences · doi:10.1007/7854_2024_562 · Cited by 12
Neurophenomenology of induced and natural synaesthesia
Schwartzman, D. J., Bor, D., Rothen, N., & Seth, A. K. (2019) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2019.0030 · Cited by 12
Self-citationPredictive processing and perception: What does imagining have to do with it?
Cavedon‐Taylor, D. (2022) · Consciousness and Cognition · doi:10.1016/j.concog.2022.103419 · Cited by 9
Image content is more important than Bouma’s Law for scene metamersPreprint
Wallis, T. S. A., Funke, C. M., Ecker, A. S., Gatys, L. A., Wichmann, F. A., & Bethge, M. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/378521 · Cited by 9
Editorial: Predictive Processing and Consciousness
Miller, M., Clark, A., & Schlicht, T. (2022) · Review of Philosophy and Psychology · doi:10.1007/s13164-022-00666-6 · Cited by 8
Schreiner, M. R., Feustel, S., & Kunde, W. (2024) · Memory & Cognition · doi:10.3758/s13421-024-01644-2 · Cited by 9
Distinguishing volumetric content from perceptual presence within a predictive processing framework
Wilkinson, S. (2019) · Phenomenology and the Cognitive Sciences · doi:10.1007/s11097-019-09632-7 · Cited by 8
Chota, S., Rufin Vanrullen, A., & Gulbinaite, R. (2023) · Journal of Neuroscience · doi:10.1523/jneurosci.1758-22.2023 · Cited by 8
Simultaneity of consciousness with physical reality: the key that unlocks the mind-matter problem
Sanfey, J. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1173653 · Cited by 11
Conjuring Cognitive Structures: Towards a Unified Model of Cognition
Beni, M. D. (2019) · Studies in applied philosophy, epistemology and rational ethics · doi:10.1007/978-3-030-32722-4_10 · Cited by 8
Visual experience in the predictive brain is univocal, but indeterminate
Nave, K. (2021) · Phenomenology and the Cognitive Sciences · doi:10.1007/s11097-021-09747-w · Cited by 8
Familial aggregation of synaesthesia with autism (but not schizophrenia)
Nugent, M., & Ward, J. (2022) · Cognitive Neuropsychiatry · doi:10.1080/13546805.2022.2095897 · Cited by 8
Elusive phenomenology, counterfactual awareness, and presence without mastery
Hohwy, J. (2014) · Cognitive Neuroscience · doi:10.1080/17588928.2014.906399 · Cited by 8
Are Generative Models Structural Representations?
Facchin, M. (2021) · Minds and Machines · doi:10.1007/s11023-021-09559-6 · Cited by 12
Inference About Absence as a Window Into the Mental Self-Model
Mazor, M. (2025) · Open Mind · doi:10.1162/opmi_a_00206 · Cited by 7
Why brain organoids are not conscious yet
Kosik, K. S. (2024) · Patterns · doi:10.1016/j.patter.2024.101011 · Cited by 9
Self-Knowledge in a Predictive Processing Framework
Schwengerer, L. (2018) · Review of Philosophy and Psychology · doi:10.1007/s13164-018-0416-1 · Cited by 7
What Is Consciousness? Integrated Information vs. Inference
Cooke, J. E. (2021) · Entropy · doi:10.3390/e23081032 · Cited by 8
Counter-factual mathematics of counterfactual predictive models
Otworowska, M., Kwisthout, J., & van Rooij, I. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00801 · Cited by 7
Seth, A. K. (2019) · Oxford University Press eBooks · doi:10.1093/oso/9780190662813.003.0018 · Cited by 9
Self-citationNánay, B. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780198809500.003.0013 · Cited by 7
Williams, D. G. (2018) · Apollo (University of Cambridge) · doi:10.17863/cam.33386 · Cited by 7
On the minimal theory of consciousness implicit in active inference
Whyte, C. J., Corcoran, A. W., Robinson, J., Smith, R., Moran, R. J., Parr, T., Friston, K. J., Seth, A. K., & Hohwy, J. (2026) · Physics of Life Reviews · doi:10.1016/j.plrev.2025.11.002 · Cited by 15
Self-citationFields, C., Albarracin, M., Friston, K. J., Kiefer, A. B., Ramstead, M. J. D., & Safron, A. (2025) · Neuroscience of Consciousness · doi:10.1093/nc/niaf009 · Cited by 9
Synesthesia and release phenomena in sensory and motor grounding. Cases of disinhibited embodiment?
Gray, B. F., & Simner, J. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00054 · Cited by 6
Designs on consciousness: literature and predictive processing
Kukkonen, K. (2023) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2022.0423 · Cited by 6
Importancia del proceso de evaluación fisioterapéutica en neurorehabilitación
Hijuelos, L. M. (2017) · Revista Colombiana de Rehabilitación · doi:10.30788/revcolreh.v16.n1.2017.65 · Cited by 6
The Co-occurrence of Mirror-Touch With Other Types of Synaesthesia
Ward, J. (2019) · Perception · doi:10.1177/0301006619875917 · Cited by 6
Identification of Invariant Sensorimotor Structures as a Prerequisite for the Discovery of Objects
Hir, N. L., Sigaud, O., & Laflaquière, A. (2018) · Frontiers in Robotics and AI · doi:10.3389/frobt.2018.00070 · Cited by 6
Perceptual presence without counterfactual richness
Madary, M. (2014) · Cognitive Neuroscience · doi:10.1080/17588928.2014.907257 · Cited by 6
Being a beast machine: The origins of selfhood in control-oriented interoceptive inferencePreprint
Seth, A. K. (2018) · doi:10.31234/osf.io/vg5da · Cited by 6
Self-citationFrom unconscious inference to the beholder's share: predictive perception and human experiencePreprint
Seth, A. K. (2017) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/zvbkp · Cited by 7
Self-citationMotivation, counterfactual predictions and constraints: normativity of predictive mechanisms
Piekarski, M. (2022) · Synthese · doi:10.1007/s11229-022-03837-1 · Cited by 5
A multiscale brain emulation-based artificial intelligence framework for dynamic environments
Xie, Y. (2025) · Scientific Reports · doi:10.1038/s41598-025-01431-2 · Cited by 5
Just how conservative is conservative predictive processing?
Gładziejewski, P. (2017) · Hybris · doi:10.18778/1689-4286.38.07 · Cited by 5
The rational role of the perceptual sense of reality
Gładziejewski, P. (2022) · Mind & Language · doi:10.1111/mila.12445 · Cited by 6
Can perception be extended to a “feel of north”? Tests of automaticity with the NaviEar
Witzel, C., Lübbert, A., O'Regan, J. K., Hanneton, S., & Schumann, F. (2022) · Adaptive Behavior · doi:10.1177/10597123221130235 · Cited by 7
How Things Take Up Space: A Grounded Theory of Presence and Lived Space
Oblak, A., Boyadzhieva, A., Caporusso, J., Škodlar, B., & Bon, J. (2022) · The Qualitative Report · doi:10.46743/2160-3715/2022.5762 · Cited by 5
Ciaunica, A., & Safron, A. (2022) · doi:10.31234/osf.io/mah78 · Cited by 5
Subjective visibility report is facilitated by conscious predictions only
Alilović, J., Slagter, H. A., & van Gaal, S. (2020) · Consciousness and Cognition · doi:10.1016/j.concog.2020.103048 · Cited by 8
The Real Problem(s) with Panpsychism
Seth, A. K. (2021) · Journal of Consciousness Studies · doi:10.53765/20512201.28.9.052 · Cited by 5
Self-citationSchema-Centred Unity and Process-Centred Pluralism of the Predictive Mind
Poth, N. (2022) · Minds and Machines · doi:10.1007/s11023-022-09595-w · Cited by 4
Friston, K. J. (2020) · Behavioral and Brain Sciences · doi:10.1017/s0140525x19002929 · Cited by 4
How We Tell Apart Fiction from Reality
Abraham, A. (2022) · The American Journal of Psychology · doi:10.5406/19398298.135.1.01 · Cited by 4
A task control theory of mirror-touch synesthesia
Heyes, C. M., & Catmur, C. (2015) · Cognitive Neuroscience · doi:10.1080/17588928.2015.1057485 · Cited by 4
How mirror-touch informs theories of synesthesia
Meier, B., Lunke, K., & Rothen, N. (2015) · Cognitive Neuroscience · doi:10.1080/17588928.2015.1057484 · Cited by 4
Extensive Phenomenological Overlap between Induced and Naturally-Occurring Synaesthetic ExperiencesPreprint
Schwartzman, D. J., Oblak, A., Rothen, N., Bor, D., & Seth, A. K. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.08.03.228692 · Cited by 4
Self-citationIntegrated World Modeling Theory (IWMT) RevisitedPreprint
Safron, A. (2019) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/kjngh · Cited by 4
Being a Beast Machine: An Interoceptive Basis for Conscious Selfhood
Seth, A. K. (2024) · Springer eBooks · doi:10.1007/978-3-031-68521-7_4 · Cited by 4
Self-citationDelusional Unreality and Predictive Processing
Castiello, S., Rossi-Goldthorpe, R. A., Fan, S., Kenney, J. G., Waltz, J. A., Erickson, M. A., Bansal, S., Gold, J. M., & Corlett, P. R. (2024) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2024.12.006 · Cited by 3
Dokic, J. (2025) · doi:10.1093/9780191976650.001.0001 · Cited by 4
Hartmann, T. (2025) · De Gruyter eBooks · doi:10.1515/9783111292144-032 · Cited by 3
Context discovery for model learning in partially observable environments
Hemion, N. (2016) · IEEE International Conference on Development and Learning (ICDL) · doi:10.1109/devlrn.2016.7846836 · Cited by 3
Autonomous grounding of visual field experience through sensorimotor prediction
Laflaquière, A. (2016) · IEEE International Conference on Development and Learning (ICDL) · doi:10.1109/devlrn.2016.7846806 · Cited by 3
An Open-Ended Approach to Piagetian Development of Adaptive Behavior
Harvey, K. (2018) · OALib · doi:10.4236/oalib.1104434 · Cited by 2
Sharing the World—A Social Aspect of Consciousness
Frith, C. (2025) · Open Mind · doi:10.1162/opmi.a.5 · Cited by 4
Neurophysiological signatures of duration and rhythm prediction across sensory modalitiesPreprint
Chang, A. Y.-C., Seth, A. K., & Roseboom, W. (2017) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/183954 · Cited by 3
Self-citationSubjective visibility report is facilitated by conscious predictions onlyPreprint
Alilović, J., Slagter, H. A., & van Gaal, S. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.07.08.193037 · Cited by 3
Autistic traits in synaesthesia: atypical sensory sensitivity and enhanced perception of detailsPreprint
van Leeuwen, T. M., van Petersen, E., Burghoorn, F., Dingemanse, M., & van Lier, R. (2019) · doi:10.31234/osf.io/vbc68 · Cited by 3
Classic psychedelics: past uses, present trends, future possibilitiesPreprint
Safron, A., & Johnson, M. W. (2022) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/eys2j · Cited by 3
A Brief Summary of the Sensorimotor Theory of Phenomenal Consciousness
O'Regan, J. K. (2022) · doi:10.31234/osf.io/xhukf · Cited by 2
Corcoran, A. W., Haun, A. M., Dorman, R., Tononi, G., Friston, K. J., & Pennartz, C. M. A. (2026) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2026.106742 · Cited by 2
Mechanisms of skillful interaction: sensorimotor enactivism & mechanistic explanation
Lee, J., & Millar, B. (2024) · Philosophical Psychology · doi:10.1080/09515089.2024.2302509 · Cited by 3
Pathfinding: a neurodynamical account of intuition
Kotler, S., Mannino, M., Friston, K. J., Buzsáki, G., Kelso, J. A. S., & Dumas, G. (2025) · Communications Biology · doi:10.1038/s42003-025-08612-9 · Cited by 6
Artificial Externality: A Three-Layer Model of Reality from Substrate to Smart Contract
Suzuki, K. (2026) · Philosophy & Technology · doi:10.1007/s13347-026-01158-6 · Cited by 2
Imagination, Agency, and Predictive Processing
Corlett, P. R. (2024) · Oxford University Press eBooks · doi:10.1093/oso/9780198872221.003.0004 · Cited by 2
del Río, M., Kafadar, E., Fisher, V., D’Costa, R., Powers, A. R., & Ward, J. (2024) · Scientific Reports · doi:10.1038/s41598-024-53663-3 · Cited by 2
The flow of narrative in the mind unmoored: An account of narrative processing
Jajdelska, E. (2019) · Philosophical Psychology · doi:10.1080/09515089.2019.1585796 · Cited by 2
A Formal Account of Structuring Motor Actions With Sensory Prediction for a Naive Agent
Godon, J.-M., Argentieri, S., & Gas, B. (2020) · Frontiers in Robotics and AI · doi:10.3389/frobt.2020.561660 · Cited by 2
Nánay, B. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780198809500.003.0031 · Cited by 2
Nánay, B. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780198809500.003.0004 · Cited by 2
The sensorimotor theory of perceptual experience
Silverman, D. (2014) · St Andrews Research Repository (St Andrews Research Repository) · Cited by 2
Metadata
- Authors
- Seth, A. K.
- Affiliations
- University of Sussex (GB)
- Corresponding author
- Seth, Anil K.
- ORCID
- Seth, Anil K.
- Venue
- Cognitive Neuroscience
- Publisher
- Informa UK Limited
- Published
- 2014-01-21
- Volume
- 5
- Issue
- 2
- Pages
- 97-118
- ISSN
- 1758-8928 (ISSN-L)
- 1758-8936
- PMC
- PMC4037840
- OpenAlex
- W2080654992
- Cited by
- 346
- References
- 121
- Citations by year
- 2026: 23 · 2025: 38 · 2024: 26 · 2023: 56 · 2022: 25 · 2021: 22 · 2020: 32 · 2019: 29 · 2018: 19 · 2017: 27 · 2016: 14 · 2015: 22 · 2014: 13
- FWCI
- 2.44
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Cognitive Neuroscience (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Sussex Research Online (University of Sussex) (submittedVersion, cc-by)
- Figshare (submittedVersion, cc-by)
- Funders
- European Commission (258749)
- Engineering and Physical Sciences Research Council (EP/G007543/1)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Embodied and Extended Cognition
- Social Sciences › Arts and Humanities › Philosophy › Philosophy and Theoretical Science
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Multisensory perception and integration
- Keywords
- predictive processing, sensorimotor contingencies, perceptual presence, synesthesia, counterfactual reasoning, generative models, dreams, hallucinations, probabilistic inference
- MeSH terms
- Synesthesia, Bayes Theorem, Humans, Perception, Perceptual Disorders, Photic Stimulation
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.
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