{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T19:22:59Z","timestamp":1778786579206,"version":"3.51.4"},"update-to":[{"DOI":"10.1371\/journal.pcbi.1005806","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2017,12,7]],"date-time":"2017-12-07T00:00:00Z","timestamp":1512604800000}}],"reference-count":61,"publisher":"Public Library of Science (PLoS)","issue":"11","license":[{"start":{"date-parts":[[2017,11,27]],"date-time":"2017-11-27T00:00:00Z","timestamp":1511740800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/publicdomain\/zero\/1.0\/"}],"funder":[{"DOI":"10.13039\/100000065","name":"National Institute of Neurological Disorders and Stroke","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000065","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007027","name":"Leon Levy Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007027","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100001207","name":"Esther A. and Joseph Klingenstein Fund","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100001207","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.ploscompbiol.org"],"crossmark-restriction":false},"short-container-title":["PLoS Comput Biol"],"DOI":"10.1371\/journal.pcbi.1005806","type":"journal-article","created":{"date-parts":[[2017,11,27]],"date-time":"2017-11-27T13:53:20Z","timestamp":1511790800000},"page":"e1005806","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":66,"title":["Initial-state-dependent, robust, transient neural dynamics encode conscious visual perception"],"prefix":"10.1371","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6999-4021","authenticated-orcid":true,"given":"Alexis T.","family":"Baria","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Brian","family":"Maniscalco","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1549-1351","authenticated-orcid":true,"given":"Biyu J.","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"340","published-online":{"date-parts":[[2017,11,27]]},"reference":[{"key":"ref1","article-title":"Consciousness and the Brain","author":"S. Dehaene","year":"2014"},{"key":"ref2","article-title":"Thinking, Fast and Slow, Farrar, Straus and Giroux","author":"D. Kahneman","year":"2013"},{"issue":"27","key":"ref3","doi-asserted-by":"crossref","first-page":"8715","DOI":"10.1523\/JNEUROSCI.0962-09.2009","article-title":"How ongoing fluctuations in human visual cortex predict perceptual awareness: baseline shift versus decision bias","volume":"29","author":"V. Wyart","year":"2009","journal-title":"J Neurosci"},{"issue":"3","key":"ref4","doi-asserted-by":"crossref","first-page":"376","DOI":"10.1016\/j.cogbrainres.2004.03.009","article-title":"Alpha rhythm of the EEG modulates visual detection performance in humans","volume":"20","author":"T. Ergenoglu","year":"2004","journal-title":"Brain Res Cogn Brain Res"},{"issue":"9","key":"ref5","doi-asserted-by":"crossref","first-page":"2725","DOI":"10.1523\/JNEUROSCI.3963-08.2009","article-title":"To see or not to see: prestimulus alpha phase predicts visual awareness","volume":"29","author":"K.E. Mathewson","year":"2009","journal-title":"J Neurosci"},{"issue":"24","key":"ref6","doi-asserted-by":"crossref","first-page":"7869","DOI":"10.1523\/JNEUROSCI.0113-09.2009","article-title":"The phase of ongoing EEG oscillations predicts visual perception","volume":"29","author":"N.A. Busch","year":"2009","journal-title":"J Neurosci"},{"issue":"12","key":"ref7","doi-asserted-by":"crossref","first-page":"4382","DOI":"10.1523\/JNEUROSCI.1820-13.2014","article-title":"Spatiotemporal dissociation of brain activity underlying subjective awareness, objective performance and confidence","volume":"34","author":"Q. Li","year":"2014","journal-title":"J Neurosci"},{"issue":"33","key":"ref8","doi-asserted-by":"crossref","first-page":"8268","DOI":"10.1523\/JNEUROSCI.1910-08.2008","article-title":"Very slow EEG fluctuations predict the dynamics of stimulus detection and oscillation amplitudes in humans","volume":"28","author":"S. Monto","year":"2008","journal-title":"J Neurosci"},{"issue":"10","key":"ref9","doi-asserted-by":"crossref","first-page":"1391","DOI":"10.1038\/nn1549","article-title":"Timing of the brain events underlying access to consciousness during the attentional blink","volume":"8","author":"C. Sergent","year":"2005","journal-title":"Nat Neurosci"},{"issue":"10","key":"ref10","doi-asserted-by":"crossref","first-page":"e260","DOI":"10.1371\/journal.pbio.0050260","article-title":"Brain dynamics underlying the nonlinear threshold for access to consciousness","volume":"5","author":"A. Del Cul","year":"2007","journal-title":"PLoS Biol"},{"issue":"3","key":"ref11","doi-asserted-by":"crossref","first-page":"e61","DOI":"10.1371\/journal.pbio.1000061","article-title":"Converging intracranial markers of conscious access","volume":"7","author":"R. Gaillard","year":"2009","journal-title":"PLoS Biol"},{"issue":"4","key":"ref12","doi-asserted-by":"crossref","first-page":"562","DOI":"10.1016\/j.neuron.2009.11.001","article-title":"Neural &quot;ignition&quot;: enhanced activation linked to perceptual awareness in human ventral stream visual cortex","volume":"64","author":"L. Fisch","year":"2009","journal-title":"Neuron"},{"issue":"10","key":"ref13","doi-asserted-by":"crossref","first-page":"2667","DOI":"10.1523\/JNEUROSCI.4748-07.2008","article-title":"Neural dissociation between visual awareness and spatial attention","volume":"28","author":"V. Wyart","year":"2008","journal-title":"J Neurosci"},{"issue":"9","key":"ref14","doi-asserted-by":"crossref","first-page":"3599","DOI":"10.1073\/pnas.0707043105","article-title":"Human single-neuron responses at the threshold of conscious recognition","volume":"105","author":"R.Q. Quiroga","year":"2008","journal-title":"Proc Natl Acad Sci U S A"},{"issue":"5","key":"ref15","doi-asserted-by":"crossref","first-page":"924","DOI":"10.1016\/j.neuron.2012.04.013","article-title":"Neuronal discharges and gamma oscillations explicitly reflect visual consciousness in the lateral prefrontal cortex","volume":"74","author":"T.I. Panagiotaropoulos","year":"2012","journal-title":"Neuron"},{"issue":"2","key":"ref16","doi-asserted-by":"crossref","first-page":"200","DOI":"10.1016\/j.neuron.2011.03.018","article-title":"Experimental and theoretical approaches to conscious processing","volume":"70","author":"S. Dehaene","year":"2011","journal-title":"Neuron"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1016\/j.conb.2013.12.005","article-title":"Toward a computational theory of conscious processing","volume":"25","author":"S. Dehaene","year":"2014","journal-title":"Curr Opin Neurobiol"},{"issue":"1","key":"ref18","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1016\/j.neuron.2015.09.018","article-title":"Spontaneous Fluctuations and Non-linear Ignitions: Two Dynamic Faces of Cortical Recurrent Loops","volume":"88","author":"C. Moutard","year":"2015","journal-title":"Neuron"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.7554\/eLife.05652","article-title":"Distinct cortical codes and temporal dynamics for conscious and unconscious percepts","volume":"4","author":"M. Salti","year":"2015","journal-title":"Elife"},{"issue":"16","key":"ref20","doi-asserted-by":"crossref","first-page":"E2083","DOI":"10.1073\/pnas.1418730112","article-title":"Cortical activity is more stable when sensory stimuli are consciously perceived","volume":"112","author":"A. Schurger","year":"2015","journal-title":"Proc Natl Acad Sci U S A"},{"issue":"11","key":"ref21","doi-asserted-by":"crossref","first-page":"4672","DOI":"10.1523\/JNEUROSCI.2922-12.2013","article-title":"Spontaneous and task-evoked brain activity negatively interact","volume":"33","author":"B.J. He","year":"2013","journal-title":"J Neurosci"},{"issue":"5711","key":"ref22","doi-asserted-by":"crossref","first-page":"896","DOI":"10.1126\/science.1103736","article-title":"Optical imaging of neuronal populations during decision-making","volume":"307","author":"K.L. Briggman","year":"2005","journal-title":"Science"},{"issue":"3","key":"ref23","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1038\/nn.2501","article-title":"Stimulus onset quenches neural variability: a widespread cortical phenomenon","volume":"13","author":"M.M. Churchland","year":"2010","journal-title":"Nat Neurosci"},{"issue":"4","key":"ref24","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1016\/j.neuron.2005.09.032","article-title":"Transient dynamics versus fixed points in odor representations by locust antennal lobe projection neurons","volume":"48","author":"O. Mazor","year":"2005","journal-title":"Neuron"},{"issue":"2","key":"ref25","doi-asserted-by":"crossref","first-page":"364","DOI":"10.1016\/j.neuron.2013.01.039","article-title":"Dynamic coding for cognitive control in prefrontal cortex","volume":"78","author":"M.G. Stokes","year":"2013","journal-title":"Neuron"},{"issue":"11","key":"ref26","doi-asserted-by":"crossref","first-page":"e1003348","DOI":"10.1371\/journal.pcbi.1003348","article-title":"Average is optimal: an inverted-U relationship between trial-to-trial brain activity and behavioral performance","volume":"9","author":"B.J. He","year":"2013","journal-title":"PLoS Comput Biol"},{"issue":"2","key":"ref27","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1038\/nrn2558","article-title":"State-dependent computations: spatiotemporal processing in cortical networks","volume":"10","author":"D.V. Buonomano","year":"2009","journal-title":"Nat Rev Neurosci"},{"issue":"4","key":"ref28","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1016\/j.neuron.2006.07.018","article-title":"Encoding and decoding of overlapping odor sequences","volume":"51","author":"B.M. Broome","year":"2006","journal-title":"Neuron"},{"issue":"5885","key":"ref29","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1126\/science.1155564","article-title":"Neuroscience. Transient dynamics for neural processing","volume":"321","author":"M. Rabinovich","year":"2008","journal-title":"Science"},{"issue":"49","key":"ref30","doi-asserted-by":"crossref","first-page":"18763","DOI":"10.1073\/pnas.0607716103","article-title":"Relative blindsight in normal observers and the neural correlate of visual consciousness","volume":"103","author":"H.C. Lau","year":"2006","journal-title":"Proc Natl Acad Sci U S A"},{"issue":"36","key":"ref31","doi-asserted-by":"crossref","first-page":"12936","DOI":"10.1523\/JNEUROSCI.1556-11.2011","article-title":"Differential BOLD activity associated with subjective and objective reports during &quot;blindsight&quot; in normal observers","volume":"31","author":"G. Hesselmann","year":"2011","journal-title":"J Neurosci"},{"issue":"7392","key":"ref32","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1038\/nature10918","article-title":"Choice-specific sequences in parietal cortex during a virtual-navigation decision task","volume":"484","author":"C.D. Harvey","year":"2012","journal-title":"Nature"},{"issue":"7399","key":"ref33","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1038\/nature11057","article-title":"Brain-wide neuronal dynamics during motor adaptation in zebrafish","volume":"485","author":"M.B. Ahrens","year":"2012","journal-title":"Nature"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"niv008","DOI":"10.1093\/nc\/niv008","article-title":"Controlling for performance capacity confounds in neuroimaging studies of conscious awareness","volume":"1","author":"J. Morales","year":"2015","journal-title":"Neuroscience of Consciousness"},{"issue":"4","key":"ref35","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/j.tics.2014.01.002","article-title":"Characterizing the dynamics of mental representations: the temporal generalization method","volume":"18","author":"J.R. King","year":"2014","journal-title":"Trends Cogn Sci"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1016\/j.neuroimage.2013.10.067","article-title":"On the interpretation of weight vectors of linear models in multivariate neuroimaging","volume":"87","author":"S. Haufe","year":"2014","journal-title":"Neuroimage"},{"issue":"7","key":"ref37","doi-asserted-by":"crossref","first-page":"925","DOI":"10.1038\/nn.3405","article-title":"Robust timing and motor patterns by taming chaos in recurrent neural networks","volume":"16","author":"R. Laje","year":"2013","journal-title":"Nat Neurosci"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"24","DOI":"10.3389\/fncom.2011.00024","article-title":"Robust transient dynamics and brain functions","volume":"5","author":"M.I. Rabinovich","year":"2011","journal-title":"Front Comput Neurosci"},{"issue":"4","key":"ref39","doi-asserted-by":"crossref","first-page":"544","DOI":"10.1016\/j.neuron.2009.07.018","article-title":"Generating coherent patterns of activity from chaotic neural networks","volume":"63","author":"D. Sussillo","year":"2009","journal-title":"Neuron"},{"issue":"5293","key":"ref40","doi-asserted-by":"crossref","first-page":"1724","DOI":"10.1126\/science.274.5293.1724","article-title":"Chaos in neuronal networks with balanced excitatory and inhibitory activity","volume":"274","author":"C. van Vreeswijk","year":"1996","journal-title":"Science"},{"issue":"3","key":"ref41","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/j.tics.2010.01.003","article-title":"Statistically optimal perception and learning: from behavior to neural representations","volume":"14","author":"J. Fiser","year":"2010","journal-title":"Trends Cogn Sci"},{"key":"ref42","author":"D.M. Green","year":"1966"},{"issue":"2","key":"ref43","doi-asserted-by":"crossref","first-page":"419","DOI":"10.1016\/j.neuron.2015.09.008","article-title":"A Large-Scale Circuit Mechanism for Hierarchical Dynamical Processing in the Primate Cortex","volume":"88","author":"R. Chaudhuri","year":"2015","journal-title":"Neuron"},{"issue":"2","key":"ref44","doi-asserted-by":"crossref","first-page":"423","DOI":"10.1016\/j.neuron.2012.08.011","article-title":"Slow cortical dynamics and the accumulation of information over long timescales","volume":"76","author":"C.J. Honey","year":"2012","journal-title":"Neuron"},{"issue":"11","key":"ref45","doi-asserted-by":"crossref","first-page":"2531","DOI":"10.1162\/089976602760407955","article-title":"Real-time computing without stable states: a new framework for neural computation based on perturbations","volume":"14","author":"W. Maass","year":"2002","journal-title":"Neural Comput"},{"issue":"10","key":"ref46","doi-asserted-by":"crossref","first-page":"1395","DOI":"10.1038\/nn.3800","article-title":"Encoding and decoding in parietal cortex during sensorimotor decision-making","volume":"17","author":"I.M. Park","year":"2014","journal-title":"Nat Neurosci"},{"issue":"4","key":"ref47","doi-asserted-by":"crossref","first-page":"1386","DOI":"10.1523\/JNEUROSCI.4570-10.2011","article-title":"Expectations change the signatures and timing of electrophysiological correlates of perceptual awareness","volume":"31","author":"L. Melloni","year":"2011","journal-title":"J Neurosci"},{"issue":"21","key":"ref48","doi-asserted-by":"crossref","first-page":"5248","DOI":"10.1523\/JNEUROSCI.0141-05.2005","article-title":"Early neural correlates of conscious somatosensory perception","volume":"25","author":"S. Palva","year":"2005","journal-title":"J Neurosci"},{"issue":"5","key":"ref49","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1093\/cercor\/13.5.461","article-title":"The neural correlates of conscious vision","volume":"13","author":"D. Pins","year":"2003","journal-title":"Cereb Cortex"},{"issue":"9","key":"ref50","doi-asserted-by":"crossref","first-page":"700","DOI":"10.1038\/nrn2201","article-title":"Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging","volume":"8","author":"M.D. Fox","year":"2007","journal-title":"Nat Rev Neurosci"},{"issue":"52","key":"ref51","doi-asserted-by":"crossref","first-page":"21504","DOI":"10.1073\/pnas.1207414110","article-title":"Neuronal integration in visual cortex elevates face category tuning to conscious face perception","volume":"109","author":"J.J. Fahrenfort","year":"2012","journal-title":"Proc Natl Acad Sci U S A"},{"issue":"11","key":"ref52","doi-asserted-by":"crossref","first-page":"494","DOI":"10.1016\/j.tics.2006.09.001","article-title":"Towards a true neural stance on consciousness","volume":"10","author":"V.A. Lamme","year":"2006","journal-title":"Trends Cogn Sci"},{"issue":"35","key":"ref53","doi-asserted-by":"crossref","first-page":"E3340","DOI":"10.1073\/pnas.1221945110","article-title":"Brain mechanisms for simple perception and bistable perception","volume":"110","author":"M. Wang","year":"2013","journal-title":"Proc Natl Acad Sci U S A"},{"issue":"5","key":"ref54","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1016\/j.tics.2006.03.007","article-title":"Conscious, preconscious, and subliminal processing: a testable taxonomy","volume":"10","author":"S. Dehaene","year":"2006","journal-title":"Trends Cogn Sci"},{"issue":"3","key":"ref55","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1038\/nrn2575","article-title":"Complex brain networks: graph theoretical analysis of structural and functional systems","volume":"10","author":"E. Bullmore","year":"2009","journal-title":"Nat Rev Neurosci"},{"issue":"6158","key":"ref56","doi-asserted-by":"crossref","first-page":"1238406","DOI":"10.1126\/science.1238406","article-title":"Cortical high-density counterstream architectures","volume":"342","author":"N.T. Markov","year":"2013","journal-title":"Science"},{"issue":"1","key":"ref57","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1016\/j.jneumeth.2007.03.024","article-title":"Nonparametric statistical testing of EEG- and MEG-data","volume":"164","author":"E. Maris","year":"2007","journal-title":"J Neurosci Methods"},{"issue":"27","key":"ref58","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1961189.1961199","article-title":"LIBSVM: a library for support vector machines","volume":"2","author":"C.-C. Chang","year":"2011","journal-title":"ACM Transactions on Intelligent Systems and Technology"},{"key":"ref59","article-title":"Statistical Analysis of Circular Data","author":"N.I. Fisher","year":"1995"},{"issue":"10","key":"ref60","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v031.i10","article-title":"CircStat: A MATLAB Toolbox for Circular Statistics","volume":"31","author":"P. Berens","year":"2009","journal-title":"Journal of Statistical Software"},{"issue":"2","key":"ref61","doi-asserted-by":"crossref","first-page":"61","DOI":"10.20982\/tqmp.04.2.p061","article-title":"Confidence Intervals from Normalized Data: A correction to Cousineau (2005)","volume":"4","author":"R.D. Morey","year":"2008","journal-title":"Tutorial in Quantitative Methods for Psychology"}],"updated-by":[{"DOI":"10.1371\/journal.pcbi.1005806","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2017,12,7]],"date-time":"2017-12-07T00:00:00Z","timestamp":1512604800000}}],"container-title":["PLOS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pcbi.1005806","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,8]],"date-time":"2020-05-08T16:22:00Z","timestamp":1588954920000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1005806"}},"subtitle":[],"editor":[{"given":"Ole","family":"Jensen","sequence":"first","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2017,11,27]]},"references-count":61,"journal-issue":{"issue":"11","published-online":{"date-parts":[[2017,11,27]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1005806","relation":{"has-preprint":[{"id-type":"doi","id":"10.1101\/133983","asserted-by":"object"}]},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,11,27]]}}}