{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T17:26:58Z","timestamp":1781112418064,"version":"3.54.1"},"update-to":[{"DOI":"10.1371\/journal.pcbi.1005582","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2017,7,13]],"date-time":"2017-07-13T00:00:00Z","timestamp":1499904000000}}],"reference-count":58,"publisher":"Public Library of Science (PLoS)","issue":"6","license":[{"start":{"date-parts":[[2017,6,16]],"date-time":"2017-06-16T00:00:00Z","timestamp":1497571200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.ploscompbiol.org"],"crossmark-restriction":false},"short-container-title":["PLoS Comput Biol"],"DOI":"10.1371\/journal.pcbi.1005582","type":"journal-article","created":{"date-parts":[[2017,6,16]],"date-time":"2017-06-16T13:23:35Z","timestamp":1497619415000},"page":"e1005582","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":18,"title":["Sensory noise predicts divisive reshaping of receptive fields"],"prefix":"10.1371","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7782-4436","authenticated-orcid":true,"given":"Matthew","family":"Chalk","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2001-7515","authenticated-orcid":true,"given":"Paul","family":"Masset","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sophie","family":"Deneve","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Boris","family":"Gutkin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2017,6,16]]},"reference":[{"key":"ref1","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1038\/4580","article-title":"Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects","volume":"2","author":"RB Rao","year":"1999","journal-title":"Nature Neuroscience"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"8621","DOI":"10.1523\/JNEUROSCI.17-21-08621.1997","article-title":"Linearity and normalization in simple cells of the macaque primary visual cortex","volume":"17","author":"M Carandini","year":"1997","journal-title":"Journal of Neuroscience"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"292","DOI":"10.1038\/nrn2258","article-title":"Noise in the nervous system","volume":"169","author":"AA Faisal","year":"2008","journal-title":"Nature Reviews Neuroscience"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"374","DOI":"10.1016\/j.jneumeth.2007.10.013","article-title":"Measurement of variability dynamics in cortical spike trains","volume":"169","author":"MP Nawrot","year":"2008","journal-title":"Journal of Neuroscience Methods"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"3870","DOI":"10.1523\/JNEUROSCI.18-10-03870.1998","article-title":"The variable discharge of cortical neurons: implications for connectivity, computation, and information coding","volume":"18","author":"MN Shadlen","year":"1998","journal-title":"Journal of Neuroscience"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"2703","DOI":"10.1152\/jn.2001.86.6.2703","article-title":"Modification of response functions of cat visual cortical cells by spatially congruent perturbing stimuli","volume":"86","author":"JF Kabara","year":"2001","journal-title":"Journal of Neurophysiology"},{"key":"ref7","first-page":"14652","article-title":"Adaptation of the simple or complex nature of V1 receptive fields to visual statistics","volume":"106","author":"C-I Yehn","year":"2009","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"1053","DOI":"10.1038\/nn.2861","article-title":"Adaptation of the simple or complex nature of V1 receptive fields to visual statistics","volume":"14","author":"J Fournier","year":"2011","journal-title":"Nature Neuroscience"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"4973","DOI":"10.1523\/JNEUROSCI.4000-14.2015","article-title":"Input-Gain Control Produces Feature-Specific Surround Suppression","volume":"35","author":"A Trott","year":"2015","journal-title":"Journal of Neuroscience"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1017\/S0952523800009640","article-title":"Normalization of cell responses in cat striate cortex","volume":"9","author":"DJ Heeger","year":"1992","journal-title":"Visual Neuroscience"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"623","DOI":"10.1073\/pnas.93.2.623","article-title":"Computational models of cortical visual processing","volume":"93","author":"DJ Heeger","year":"1996","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"2530","DOI":"10.1152\/jn.00692.2001","article-title":"Nature and interaction of signals from the receptive field center and surround in macaque V1 neurons","volume":"88","author":"JR Cavanaugh","year":"2002","journal-title":"Journal of Neurophysiology"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"1421","DOI":"10.1038\/nn1786","article-title":"How MT cells analyze the motion of visual patterns","volume":"9","author":"NC Rust","year":"2006","journal-title":"Nature Neuroscience"},{"key":"ref14","first-page":"64931","article-title":"Representation of Concurrent Stimuli by Population Activity in Visual Cortex","volume":"88","author":"L Busse","year":"2009","journal-title":"Neuron"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"826","DOI":"10.1038\/90541","article-title":"Efficient computation and cue integration with noisy population codes","volume":"4","author":"S Deneve","year":"2001","journal-title":"Nature Neuroscience"},{"key":"ref16","doi-asserted-by":"crossref","unstructured":"Pillow J. Likelihood-Based Approaches to Modeling the Neural Code. in Bayesian Brain: Probabilistic approaches to neural coding, (MIT press, 2007), 53\u201370.","DOI":"10.7551\/mitpress\/9780262042383.003.0003"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1038\/nature03689","article-title":"Dynamic predictive coding by the retina","volume":"436","author":"T Hosoya","year":"2005","journal-title":"Nature"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"4179","DOI":"10.1523\/JNEUROSCI.0817-11.2012","article-title":"Perceptual Inference Predicts Contextual Modulations of Sensory Responses","volume":"32","author":"T Lochmann","year":"2012","journal-title":"Journal of neuroscience"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1146\/annurev.neuro.24.1.263","article-title":"Odor encoding as an active, dynamical process: experiments, computation and theory","volume":"24","author":"G Laurent","year":"2001","journal-title":"Annual Rev. Neurosci"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"1216","DOI":"10.1038\/nn1141","article-title":"Rapid task\u2013related plasticity of spetrotemporal receptive fields in primary auditory cortex","volume":"6","author":"J Fritz","year":"2003","journal-title":"Nature Neuroscience"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"e1004304","DOI":"10.1371\/journal.pcbi.1004304","article-title":"High Accuracy Decoding of Dynamical Motion from a Large Retinal Population","volume":"11","author":"O Marre","year":"2015","journal-title":"PloS. Comp. Bio"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1038\/nrn3136","article-title":"Normalization as a canonical computation","volume":"13","author":"M Carandini","year":"2012","journal-title":"Nature Neuroscience"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"12558","DOI":"10.1523\/JNEUROSCI.1618-12.2012","article-title":"Dynamics of Local Input Normalization Result from Balanced Short- and Long-Range Intracortical Interactions in Area V1","volume":"32","author":"A Reynaud","year":"2012","journal-title":"Journal of neuroscience"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"888","DOI":"10.1152\/jn.2002.88.2.888","article-title":"Visual cortex neurons of monkeys and cats: temporal dynamics of the contrast response function","volume":"88","author":"DG Albrecht","year":"2002","journal-title":"Journal of Neurophysiology"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"218","DOI":"10.1016\/j.neuron.2012.06.029","article-title":"Traveling Waves in Visual Cortex","volume":"75","author":"SK Tatsuo","year":"2012","journal-title":"Neuron"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"943","DOI":"10.1016\/j.neuron.2009.08.041","article-title":"Complex Dynamics of V1 Population Responses Explained by a Simple Gain-Control Model","volume":"64","author":"YF Sit","year":"2009","journal-title":"Neuron"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"242","DOI":"10.1162\/neco.1994.6.2.242","article-title":"A mechanism for neuronal gain control by descending pathways","volume":"6","author":"ME Nelson","year":"1994","journal-title":"Neural Computation"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"1178","DOI":"10.1016\/j.neuron.2011.04.030","article-title":"Contrast gain control in auditory cortex","volume":"70","author":"NC Rabinwitz","year":"2011","journal-title":"Neuron"},{"issue":"11","key":"ref29","doi-asserted-by":"crossref","first-page":"1432","DOI":"10.1038\/nn1790","article-title":"Bayesian inference with probabilistic population codes","volume":"9","author":"WJ Ma","year":"2006","journal-title":"Nature Neuroscience"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"429","DOI":"10.1038\/415429a","article-title":"Humans integrate visual and haptic information in a statistically optimal fashion","volume":"415","author":"MO Ernst","year":"2002","journal-title":"Nature"},{"key":"ref31","first-page":"126","article-title":"Flexible strategies for sensory integration during motor planning","volume":"25","author":"SJ Sober","year":"2005","journal-title":"Nature Neuroscience"},{"issue":"8","key":"ref32","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1167\/7.8.13","article-title":"Learning bayesian priors for depth perception","volume":"7","author":"D Knill","year":"2007","journal-title":"Journal of vision"},{"issue":"3","key":"ref33","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":"MM Churchland","year":"2010","journal-title":"Nature Neuroscience"},{"issue":"32","key":"ref34","doi-asserted-by":"crossref","first-page":"13161","DOI":"10.1073\/pnas.1300098110","article-title":"Stimulus-dependent variability and noise correlations in cortical MT neurons","volume":"110","author":"A Ponce\u2013Alvarez","year":"2013","journal-title":"PNAS"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"819","DOI":"10.1038\/90526","article-title":"Natural signal statistics and sensory gain control","volume":"4","author":"O Schwartz","year":"2001","journal-title":"Nature Neuroscience"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"2680","DOI":"10.1162\/neco.2006.18.11.2680","article-title":"Soft mixer assignment in a hierarchical generative model of natural scene statistics","volume":"18","author":"O Schwartz","year":"2006","journal-title":"Neural Computation"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"15310","DOI":"10.1523\/JNEUROSCI.1706-11.2011","article-title":"Marginalization in neural circuits with divisive normalization","volume":"31","author":"JM Beck","year":"2011","journal-title":"Journal of Neuroscience"},{"key":"ref38","unstructured":"Beck JM, Pouget A, Heller KA. Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models. Advances in Neural Information Processing Systems 2012; 3068\u20133076."},{"key":"ref39","doi-asserted-by":"crossref","first-page":"6792","DOI":"10.1073\/pnas.1318017111","article-title":"Mechanisms of noise robust representations of speech in primary auditory cortex","volume":"111","author":"N Mesgarani","year":"2014","journal-title":"PNAS"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"e1001710","DOI":"10.1371\/journal.pbio.1001710","article-title":"Constructing noise-invariant representations of sound in the auditory pathway","volume":"11","author":"NC Rabinowitz","year":"2013","journal-title":"Plos Biology"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"3531","DOI":"10.1523\/JNEUROSCI.4911-09.2010","article-title":"Predictive coding as a model of response properties in cortical area V1","volume":"30","author":"MW Spratling","year":"2010","journal-title":"Journal of neuroscience"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1016\/j.neuron.2011.07.031","article-title":"Sparse Incomplete Representations: A Potential Role of Olfactory Granule Cells","volume":"72","author":"AA Koulakov","year":"2011","journal-title":"Neuron"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"e1003258","DOI":"10.1371\/journal.pcbi.1003258","article-title":"Predictive Coding of Dynamical Variables in Balanced Spiking Networks","volume":"9","author":"M Boerlin","year":"2013","journal-title":"PloS Computational Biology"},{"key":"ref44","doi-asserted-by":"crossref","first-page":"956","DOI":"10.1038\/nature06864","article-title":"Lateral presynaptic inhibition mediates gain control in an olfactory circuit","volume":"452","author":"SR Olsen","year":"2008","journal-title":"Nature"},{"key":"ref45","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1016\/j.neuron.2010.04.009","article-title":"Divisive normalization in olfactory population codes","volume":"66","author":"SR Olsen","year":"2010","journal-title":"Neuron"},{"key":"ref46","first-page":"159","article-title":"Interneuron subtypes and orientation tuning","volume":"73","author":"S-H Lee","year":"2014","journal-title":"Nature"},{"key":"ref47","first-page":"379","article-title":"Activation of specific interneurons improves V1 feature selectivity and visual perception","volume":"488","author":"SH Lee","year":"2011","journal-title":"Nature"},{"key":"ref48","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1016\/j.neuron.2011.12.013","article-title":"Parvalbumin-expressing interneurons linearly transform cortical responses to visual stimuli","volume":"73","author":"BV Atallah","year":"2012","journal-title":"Neuron"},{"key":"ref49","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1038\/nature11347","article-title":"Division and subtraction by distinct cortical inhibitory networks in vivo","volume":"488","author":"NR Wilson","year":"2012","journal-title":"Nature"},{"key":"ref50","doi-asserted-by":"crossref","first-page":"1001","DOI":"10.1162\/neco.1997.9.5.1001","article-title":"Shunting inhibition does not have a divisive effect on firing rates","volume":"9","author":"GR Holt","year":"1997","journal-title":"Neural Computation"},{"key":"ref51","doi-asserted-by":"crossref","first-page":"773","DOI":"10.1016\/S0896-6273(02)00820-6","article-title":"Gain modulation from background synaptic input","volume":"35","author":"FS Chance","year":"2002","journal-title":"Neuron"},{"key":"ref52","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1016\/S0896-6273(03)00200-9","article-title":"Shunting inhibition modulates neuronal gain during synaptic excitation","volume":"38","author":"SJ Mitchell","year":"2003","journal-title":"Neuron"},{"key":"ref53","doi-asserted-by":"crossref","first-page":"10053","DOI":"10.1523\/JNEUROSCI.22-22-10053.2002","article-title":"A synaptic explanation of suppression in visual cortex","volume":"22","author":"M Carandini","year":"2002","journal-title":"Journal of Neuroscience"},{"key":"ref54","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/j.neuron.2007.02.029","article-title":"The emergence of contrast-invariant tuning in simple cells of cat visual cortex","volume":"54","author":"IM Finn","year":"2007","journal-title":"Neuron"},{"key":"ref55","doi-asserted-by":"crossref","first-page":"2062","DOI":"10.1152\/jn.00911.2004","article-title":"Acetylcholine dynamically controls spatial integration in marmoset primary visual cortex","volume":"93","author":"MJ Roberts","year":"2005","journal-title":"J. Neurophysiology"},{"key":"ref56","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1038\/nature11665","article-title":"Inhibition dominates sensory responses in awake cortex","volume":"493","author":"B Haider","year":"2013","journal-title":"Nature"},{"key":"ref57","doi-asserted-by":"crossref","first-page":"962","DOI":"10.1016\/j.neuron.2012.09.037","article-title":"Dynamic Sensory Representations in the Olfactory Bulb: Modulation by Wakefulness and Experience","volume":"76","author":"HK Kato","year":"2012","journal-title":"Neuron"},{"key":"ref58","doi-asserted-by":"crossref","first-page":"1156","DOI":"10.1038\/nn1748","article-title":"Dynamic shifts of visual receptive fields in cortical area MT by spatial attention","volume":"9","author":"T Womelsdorf","year":"2006","journal-title":"Nature Neuroscience"}],"updated-by":[{"DOI":"10.1371\/journal.pcbi.1005582","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2017,7,13]],"date-time":"2017-07-13T00:00:00Z","timestamp":1499904000000}}],"container-title":["PLOS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pcbi.1005582","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,26]],"date-time":"2019-09-26T02:23:48Z","timestamp":1569464628000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1005582"}},"subtitle":[],"editor":[{"given":"Wolfgang","family":"Einh\u00e4user","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2017,6,16]]},"references-count":58,"journal-issue":{"issue":"6","published-online":{"date-parts":[[2017,6,16]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1005582","relation":{"new_version":[{"id-type":"doi","id":"10.1371\/journal.pcbi.1005582","asserted-by":"object"}]},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6,16]]}}}