{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T22:11:36Z","timestamp":1762899096625},"reference-count":50,"publisher":"Public Library of Science (PLoS)","issue":"1","license":[{"start":{"date-parts":[[2015,1,8]],"date-time":"2015-01-08T00:00:00Z","timestamp":1420675200000},"content-version":"unspecified","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.1004045","type":"journal-article","created":{"date-parts":[[2015,1,8]],"date-time":"2015-01-08T19:08:34Z","timestamp":1420744114000},"page":"e1004045","update-policy":"http:\/\/dx.doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":18,"title":["Orientation Selectivity in Inhibition-Dominated Networks of Spiking Neurons: Effect of Single Neuron Properties and Network Dynamics"],"prefix":"10.1371","volume":"11","author":[{"given":"Sadra","family":"Sadeh","sequence":"first","affiliation":[]},{"given":"Stefan","family":"Rotter","sequence":"additional","affiliation":[]}],"member":"340","published-online":{"date-parts":[[2015,1,8]]},"reference":[{"key":"ref1","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1113\/jphysiol.1962.sp006837","article-title":"Receptive fields, binocular interaction and functional architecture in the cat&apos;s visual cortex","volume":"160","author":"DH Hubel","year":"1962","journal-title":"The Journal of Physiology"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1113\/jphysiol.1968.sp008455","article-title":"Receptive fields and functional architecture of monkey striate cortex","volume":"195","author":"DH Hubel","year":"1968","journal-title":"The Journal of Physiology"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"7520","DOI":"10.1523\/JNEUROSCI.0623-08.2008","article-title":"Highly selective receptive fields in mouse visual cortex","volume":"28","author":"CM Niell","year":"2008","journal-title":"The Journal of Neuroscience"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1146\/annurev.neuro.23.1.441","article-title":"Neural mechanisms of orientation selectivity in the visual cortex","volume":"23","author":"D Ferster","year":"2000","journal-title":"Annual Review of Neuroscience"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"514","DOI":"10.1016\/S0959-4388(97)80031-1","article-title":"New perspectives on the mechanisms for orientation selectivity","volume":"7","author":"H Sompolinsky","year":"1997","journal-title":"Current Opinion in Neurobiology"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"487","DOI":"10.1016\/0166-2236(87)90126-3","article-title":"Neuronal connections underlying orientation selectivity in cat visual cortex","volume":"10","author":"D Ferster","year":"1987","journal-title":"Trends in Neurosciences"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1007\/BF00238641","article-title":"Orientation selectivity in the cat&apos;s striate cortex is invariant with stimulus contrast","volume":"46","author":"G Sclar","year":"1982","journal-title":"Experimental Brain Research"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"2797","DOI":"10.1152\/jn.00943.2003","article-title":"Influence of contrast on orientation and temporal frequency tuning in ferret primary visual cortex","volume":"91","author":"HJ Alitto","year":"2004","journal-title":"Journal of Neurophysiology"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"597","DOI":"10.1038\/nature03274","article-title":"Functional imaging with cellular resolution reveals precise micro-architecture in visual cortex","volume":"433","author":"K Ohki","year":"2005","journal-title":"Nature"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"401","DOI":"10.1016\/j.conb.2007.07.007","article-title":"Specificity and randomness in the visual cortex","volume":"17","author":"K Ohki","year":"2007","journal-title":"Current opinion in neurobiology"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"1307","DOI":"10.1038\/nature08947","article-title":"Dendritic organization of sensory input to cortical neurons in vivo","volume":"464","author":"H Jia","year":"2010","journal-title":"Nature"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"1045","DOI":"10.1038\/nn.2876","article-title":"Differential connectivity and response dynamics of excitatory and inhibitory neurons in visual cortex","volume":"14","author":"SB Hofer","year":"2011","journal-title":"Nature Neuroscience"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1038\/nature09880","article-title":"Functional specificity of local synaptic connections in neocortical networks","volume":"473","author":"H Ko","year":"2011","journal-title":"Nature"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1038\/nature12015","article-title":"The emergence of functional microcircuits in visual cortex","volume":"496","author":"H Ko","year":"2013","journal-title":"Nature"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"9812","DOI":"10.1523\/JNEUROSCI.0875-14.2014","article-title":"Emergence of Feature-Specific Connectivity in Cortical Microcircuits in the Absence of Visual Experience","volume":"34","author":"H Ko","year":"2014","journal-title":"Journal of Neuroscience"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"1315","DOI":"10.1038\/nn.3488","article-title":"Tuned thalamic excitation is amplified by visual cortical circuits","volume":"16","author":"AD Lien","year":"2013","journal-title":"Nature neuroscience"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"1179","DOI":"10.1038\/nn.3493","article-title":"Intracortical multiplication of thalamocortical signals in mouse auditory cortex","volume":"16","author":"LY Li","year":"2013","journal-title":"Nature neuroscience"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"1324","DOI":"10.1038\/nn.3494","article-title":"Linear transformation of thalamocortical input by intracortical excitation","volume":"16","author":"YT Li","year":"2013","journal-title":"Nature neuroscience"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"4049","DOI":"10.1523\/JNEUROSCI.6284-11.2012","article-title":"The Mechanism of Orientation Selectivity in Primary Visual Cortex without a Functional Map","volume":"32","author":"D Hansel","year":"2012","journal-title":"The Journal of Neuroscience"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"e89992","DOI":"10.1371\/journal.pone.0089992","article-title":"Selectivity and Sparseness in Randomly Connected Balanced Networks","volume":"9","author":"C Pehlevan","year":"2014","journal-title":"PLoS ONE"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1186\/2193-1801-3-148","article-title":"Mean-field analysis of orientation selectivity in inhibition-dominated networks of spiking neurons","volume":"3","author":"S Sadeh","year":"2014","journal-title":"SpringerPlus"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"1111","DOI":"10.1162\/neco.1994.6.6.1111","article-title":"Effects of Input Synchrony on the Firing Rate of a Three-Conductance Cortical Neuron Model","volume":"6","author":"VN Murthy","year":"1994","journal-title":"Neural Computation"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"1968","DOI":"10.1126\/science.290.5498.1968","article-title":"The Contribution of Noise to Contrast Invariance of Orientation Tuning in Cat Visual Cortex","volume":"290","author":"JS Anderson","year":"2000","journal-title":"Science"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"16466","DOI":"10.1523\/JNEUROSCI.3221-12.2012","article-title":"Broadening of Inhibitory Tuning Underlies Contrast-Dependent Sharpening of Orientation Selectivity in Mouse Visual Cortex","volume":"32","author":"YT Li","year":"2012","journal-title":"Journal of Neuroscience"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"14371","DOI":"10.1523\/JNEUROSCI.3248-10.2010","article-title":"Visual representations by cortical somatostatin inhibitory neurons\u2013selective but with weak and delayed responses","volume":"30","author":"W Ma","year":"2010","journal-title":"The Journal of Neuroscience"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"858","DOI":"10.1016\/j.neuron.2010.08.002","article-title":"Broadly tuned response properties of diverse inhibitory neuron subtypes in mouse visual cortex","volume":"67","author":"AM Kerlin","year":"2010","journal-title":"Neuron"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1023\/A:1008925309027","article-title":"Dynamics of sparsely connected networks of excitatory and inhibitory spiking neurons","volume":"8","author":"N Brunel","year":"2000","journal-title":"Journal of Computational Neuroscience"},{"key":"ref28","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"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"470","DOI":"10.1523\/JNEUROSCI.20-01-00470.2000","article-title":"Membrane potential and firing rate in cat primary visual cortex","volume":"20","author":"M Carandini","year":"2000","journal-title":"The Journal of Neuroscience"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"5118","DOI":"10.1523\/JNEUROSCI.22-12-05118.2002","article-title":"How noise contributes to contrast invariance of orientation tuning in cat visual cortex","volume":"22","author":"D Hansel","year":"2002","journal-title":"The Journal of Neuroscience"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"653","DOI":"10.1152\/jn.00425.2001","article-title":"Neural noise can explain expansive, power-law nonlinearities in neural response functions","volume":"87","author":"KD Miller","year":"2002","journal-title":"Journal of Neurophysiology"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"587","DOI":"10.1126\/science.1179850","article-title":"The asynchronous state in cortical circuits","volume":"327","author":"A Renart","year":"2010","journal-title":"Science"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"e1002596","DOI":"10.1371\/journal.pcbi.1002596","article-title":"Decorrelation of Neural-Network Activity by Inhibitory Feedback","volume":"8","author":"T Tetzlaff","year":"2012","journal-title":"PLoS Computational Biology"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"1188","DOI":"10.1016\/j.neuron.2011.02.025","article-title":"Dense inhibitory connectivity in neocortex","volume":"69","author":"E Fino","year":"2011","journal-title":"Neuron"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"13260","DOI":"10.1523\/JNEUROSCI.3131-11.2011","article-title":"Dense, unspecific connectivity of neocortical parvalbumin-positive interneurons: a canonical microcircuit for inhibition?","volume":"31","author":"AM Packer","year":"2011","journal-title":"The Journal of Neuroscience"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"3981","DOI":"10.1523\/JNEUROSCI.5514-11.2012","article-title":"Broadening of cortical inhibition mediates developmental sharpening of orientation selectivity","volume":"32","author":"YT Li","year":"2012","journal-title":"The Journal of Neuroscience"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"1121","DOI":"10.1038\/nn.2890","article-title":"Fast-spiking interneurons have an initial orientation bias that is lost with vision","volume":"14","author":"SJ Kuhlman","year":"2011","journal-title":"Nature neuroscience"},{"key":"ref38","doi-asserted-by":"crossref","unstructured":"Sadeh S, Rotter S (2014) Distribution of Orientation Selectivity in Recurrent Networks of Spiking Neurons with Different Random Topologies. arXiv: 1406.0139.","DOI":"10.1371\/journal.pone.0114237"},{"key":"ref39","doi-asserted-by":"crossref","first-page":"021039","DOI":"10.1103\/PhysRevX.4.021039","article-title":"Balanced Networks of Spiking Neurons with Spatially Dependent Recurrent Connections","volume":"4","author":"R Rosenbaum","year":"2014","journal-title":"Physical Review X"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"3844","DOI":"10.1073\/pnas.92.9.3844","article-title":"Theory of Orientation Tuning in Visual Cortex","volume":"92","author":"R Ben-Yishai","year":"1995","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"5448","DOI":"10.1523\/JNEUROSCI.15-08-05448.1995","article-title":"An emergent model of orientation selectivity in cat visual cortical simple cells","volume":"15","author":"DC Somers","year":"1995","journal-title":"The Journal of Neuroscience"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"e1002059","DOI":"10.1371\/journal.pcbi.1002059","article-title":"How structure determines correlations in neuronal networks","volume":"7","author":"V Pernice","year":"2011","journal-title":"PLoS computational biology"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"590","DOI":"10.1016\/j.neuron.2012.08.029","article-title":"Correlated Variability in Laminar Cortical Circuits","volume":"76","author":"BJ Hansen","year":"2012","journal-title":"Neuron"},{"key":"ref44","doi-asserted-by":"crossref","first-page":"940","DOI":"10.1152\/jn.00846.2012","article-title":"Laminar dependence of neuronal correlations in visual cortex","volume":"109","author":"MA Smith","year":"2013","journal-title":"Journal of neurophysiology"},{"key":"ref45","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1007\/s004220050570","article-title":"Exact digital simulation of time-invariant linear systems with applications to neuronal modeling","volume":"81","author":"S Rotter","year":"1999","journal-title":"Biological cybernetics"},{"key":"ref46","doi-asserted-by":"crossref","unstructured":"Diesmann M, Gewaltig MO, Rotter S, Aertsen A (2001) State space analysis of synchronous spiking in cortical networks. Neurocomputing: 565\u2013571.","DOI":"10.1016\/S0925-2312(01)00409-X"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"1430","DOI":"10.4249\/scholarpedia.1430","article-title":"Nest (neural simulation tool)","volume":"2","author":"MO Gewaltig","year":"2007","journal-title":"Scholarpedia"},{"key":"ref48","doi-asserted-by":"crossref","first-page":"2185","DOI":"10.1162\/neco.2008.02-07-474","article-title":"Correlations and population dynamics in cortical networks","volume":"20","author":"B Kriener","year":"2008","journal-title":"Neural computation"},{"key":"ref49","unstructured":"Batschelet E (1981) Circular Statistics in Biology (Mathematics in biology). Academic Press Inc, 371 pp."},{"key":"ref50","doi-asserted-by":"crossref","first-page":"5639","DOI":"10.1523\/JNEUROSCI.22-13-05639.2002","article-title":"Orientation Selectivity in Macaque V1: Diversity and Laminar Dependence","volume":"22","author":"DL Ringach","year":"2002","journal-title":"The Journal of Neuroscience"}],"container-title":["PLoS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pcbi.1004045","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,9]],"date-time":"2020-05-09T16:23:59Z","timestamp":1589041439000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1004045"}},"subtitle":[],"editor":[{"given":"Lyle J.","family":"Graham","sequence":"first","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2015,1,8]]},"references-count":50,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2015,1,8]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1004045","relation":{},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,1,8]]}}}