The DOI matches its Crossref record; 88 of the 88 references it cites were found in a registry or an index.
Cortical activity is more stable when sensory stimuli are consciously perceived
Open accessAbstract
Significance: Recently, a reduction in the variability of neural activity across trials has been proposed as a general property of sensory perception. However, in order for this increased reliability in the neuronal response to be relevant for perception it must be present at the single-trial level. Here we show that the within-trial stability of the activity evoked by a threshold-level visual stimulus is a reliable and specific indicator of whether or not the stimulus was reported as “seen.” This within-trial difference in stability coincides in time with a difference in variability across trials. We also show that the same neural stability can be used to discriminate the conscious state of brain-injured patients. These findings validate the relevance of transient neural stability for conscious perception.
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Citations
Cites
Neural networks and physical systems with emergent collective computational abilities.
Hopfield, J. J. (1982) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.79.8.2554 · Cited by 19,270
Oostenveld, R., Fries, P., Maris, E., & Schoffelen, J.-M. (2011) · Computational Intelligence and Neuroscience · doi:10.1155/2011/156869 · Cited by 10,323
The brainweb: phase synchronization and large-scale integration
Varela, F., Lachaux, J.-P., Rodriguez, E., & Martinerie, J. (2001) · Nature Reviews Neuroscience · doi:10.1038/35067550 · Cited by 4,761
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
Self-citationThe distinct modes of vision offered by feedforward and recurrent processing
Lamme, V. A. F., & Roelfsema, P. R. (2000) · Trends in Neurosciences · doi:10.1016/s0166-2236(00)01657-x · Cited by 2,338 · cited 2×
“Importantly, recurrent rather than feed-forward interactions have been implicated in conscious perception (8, 51), and such interactions may reflect a process of convergence toward a transiently stable state (9).”
BackgroundStatistical Analysis of Circular Data.
LANGE, N. D., & Fisher, N. I. (1995) · Journal of the American Statistical Association · doi:10.2307/2291098 · Cited by 2,155
Computing with Neural Circuits: A Model
Hopfield, J. J., & Tank, D. W. (1986) · Science · doi:10.1126/science.3755256 · Cited by 2,118
The analysis of visual motion: a comparison of neuronal and psychophysical performance
Britten, K., Shadlen, M., Newsome, W., & Movshon, J. (1992) · The Journal of Neuroscience · doi:10.1523/jneurosci.12-12-04745.1992 · Cited by 1,958
Perception's shadow: long-distance synchronization of human brain activity
Rodriguez, E., George, N., Lachaux, J.-P., Martinerie, J., Renault, B., & Varela, F. J. (1999) · Nature · doi:10.1038/17120 · Cited by 1,915
The P300 wave of the human event-related potential
Picton, T. W. (1992) · Journal of Clinical Neurophysiology · doi:10.1097/00004691-199210000-00002 · Cited by 1,908
Research works printed but not linked: 1
- M Kinsbourne What qualifies a representation for a role in consciousness? Scientific Approaches to Consciousness. Carnegie Mellon Symposia on Cognition, eds JD Cohen, JW Schooler (Lawrence Erlbaum, Hillsdale, NJ), pp. 335–355 (1997).
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What is consciousness, and could machines have it?
Dehaene, S., Lau, H., & Kouider, S. (2017) · Science · doi:10.1126/science.aan8871 · Cited by 855
Self-citationNorthoff, G., & Lamme, V. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.07.019 · Cited by 247
A theory of working memory without consciousness or sustained activity
Trübutschek, D., Marti, S., Ojeda, A., King, J.-R., Mi, Y., Tsodyks, M., & Dehaene, S. (2017) · eLife · doi:10.7554/elife.23871 · Cited by 219
Self-citationNorthoff, G., & Huang, Z. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.07.013 · Cited by 229
Brain Mechanisms Underlying the Brief Maintenance of Seen and Unseen Sensory Information
King, J.-R., Pescetelli, N., & Dehaene, S. (2016) · Neuron · doi:10.1016/j.neuron.2016.10.051 · Cited by 206
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Metadata
- Authors
- Schurger, A., Sarigiannidis, I., Naccache, L., Sitt, J. D., & Dehaene, S.
- Affiliations
- Inserm (FR)
- Université Paris-Sud (FR)
- Centre National de la Recherche Scientifique (FR)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2015-04-06
- Volume
- 112
- Issue
- 16
- Pages
- E2083-92
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC4413285
- OpenAlex
- W1991396817
- Cited by
- 155
- References
- 88
- Citations by year
- 2026: 7 · 2025: 15 · 2024: 14 · 2023: 14 · 2022: 10 · 2021: 12 · 2020: 15 · 2019: 13 · 2018: 9 · 2017: 20 · 2016: 17 · 2015: 8
- FWCI
- 10.83
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Chapman University Digital Commons (Chapman University) (submittedVersion)
- Infoscience (Ecole Polytechnique Fédérale de Lausanne) (submittedVersion)
- Infoscience (Ecole Polytechnique Fédérale de Lausanne) (submittedVersion, cc-by-nc-nd)
- Funders
- EC | European Research Council (Marie Curie Fellowship FP7-PEOPLE-2009-IIF 252665, Erasmus Fellowship)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Social Sciences › Arts and Humanities › Philosophy › Philosophy and Theoretical Science
- Keywords
- conscious perception, trial-to-trial variability, pattern similarity, visual perception, disorders of consciousness, level of consciousness, MEG, EEG, decision-making
- MeSH terms
- Adult, Cerebral Cortex, Consciousness, Consciousness Disorders, Evoked Potentials, Female, Humans, Male, Perception, Physical Stimulation, Sensation, Task Performance and Analysis, Time Factors, Reproducibility of Results, Young Adult
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