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Faisal","year":"2008","journal-title":"Nature reviews Neuroscience"},{"key":"ref14","first-page":"209230","article-title":"Trigger features, adaptation and economy of impulses","author":"HB Barlow","year":"1969","journal-title":"Information Processing in the Nervous System"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1038\/nrn1668","article-title":"Neuronal variability: noise or part of the signal?","volume":"6","author":"RB Stein","year":"2005","journal-title":"Nat Rev Neurosci"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1038\/nature09086","article-title":"Sensitivity to perturbations in vivo implies high noise and suggests rate coding in cortex","volume":"466","author":"M London","year":"2010","journal-title":"Nature"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"268104","DOI":"10.1103\/PhysRevLett.105.268104","article-title":"Dynamical entropy production in spiking neuron networks in the balanced 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In: Encyclopedia of Neuroscience. Oxford: Academic Press. pp. 43\u201348.","DOI":"10.1016\/B978-008045046-9.01680-6"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1111\/j.1749-6632.1987.tb43475.x","article-title":"Adaptation processes in insect olfactory receptors","volume":"510","author":"K Kaissling","year":"1987","journal-title":"Annals of the New York Academy of Sciences"},{"key":"ref48","doi-asserted-by":"crossref","first-page":"2664","DOI":"10.1152\/jn.2002.87.6.2664","article-title":"Developmental changes in the density of ionic currents in Antennal-Lobe neurons of the sphinx moth, manduca sexta","volume":"87","author":"AR Mercer","year":"2002","journal-title":"J Neurophysiol"},{"key":"ref49","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1242\/jeb.00053","article-title":"Differential expression of voltage-sensitive k+ and ca2+ currents in neurons of the honeybee olfactory pathway","volume":"206","author":"B Grunewald","year":"2003","journal-title":"J Exp Biol"},{"key":"ref50","doi-asserted-by":"crossref","first-page":"2589","DOI":"10.1152\/jn.01259.2003","article-title":"Current- and Voltage-Clamp recordings and computer simulations of kenyon cells in the honeybee","volume":"92","author":"DG W\u00fcstenberg","year":"2004","journal-title":"Journal of Neurophysiology"},{"key":"ref51","doi-asserted-by":"crossref","first-page":"4600","DOI":"10.1523\/JNEUROSCI.14-08-04600.1994","article-title":"Ionic currents of kenyon cells from the mushroom body of the honeybee","volume":"14","author":"S Schafer","year":"1994","journal-title":"J Neurosci"},{"key":"ref52","doi-asserted-by":"crossref","first-page":"1538","DOI":"10.1152\/jn.00183.2009","article-title":"Intrinsic membrane properties and inhibitory synaptic input of kenyon cells as mechanisms for sparse coding?","volume":"102","author":"H Demmer","year":"2009","journal-title":"J Neurophysiol"},{"key":"ref53","doi-asserted-by":"crossref","first-page":"208","DOI":"10.1038\/nn.2725","article-title":"Biophysical mechanisms underlying olfactory receptor neuron dynamics","volume":"14","author":"KI Nagel","year":"2011","journal-title":"Nature Neuroscience"},{"key":"ref54","doi-asserted-by":"crossref","first-page":"9","DOI":"10.3389\/neuro.10.009.2008","article-title":"Rapid odor processing in the honeybee antennal lobe network","volume":"2","author":"S Krofczik","year":"2008","journal-title":"Frontiers in Computational Neuroscience"},{"key":"ref55","doi-asserted-by":"crossref","first-page":"11772","DOI":"10.1523\/JNEUROSCI.1099-11.2011","article-title":"Cellular-resolution population imaging reveals robust sparse coding in the drosophila mushroom body","volume":"31","author":"KS Honegger","year":"2011","journal-title":"The Journal of Neuroscience"},{"key":"ref56","doi-asserted-by":"crossref","first-page":"21192132","DOI":"10.1046\/j.1460-9568.2003.02931.x","article-title":"The coding of odour-intensity in the honeybee antennal lobe: local computation optimizes odour representation","volume":"18","author":"S Sachse","year":"2003","journal-title":"European Journal of Neuroscience"},{"key":"ref57","doi-asserted-by":"crossref","first-page":"1106","DOI":"10.1152\/jn.00325.2001","article-title":"Role of inhibition for temporal and spatial odor representation in olfactory output neurons: A calcium imaging study","volume":"87","author":"S Sachse","year":"2002","journal-title":"J Neurophysiol"},{"key":"ref58","doi-asserted-by":"crossref","first-page":"2355","DOI":"10.1523\/JNEUROSCI.3869-08.2009","article-title":"The sparseness of neuronal responses in ferret primary visual cortex","volume":"29","author":"DJ Tolhurst","year":"2009","journal-title":"The Journal of 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computations: spatiotemporal processing in cortical networks","volume":"10","author":"DV Buonomano","year":"2009","journal-title":"Nature Reviews Neuroscience"},{"key":"ref67","doi-asserted-by":"crossref","first-page":"1003","DOI":"10.1038\/14801","article-title":"Odor- and context-dependent modulation of mitral cell activity in behaving rats","volume":"2","author":"LM Kay","year":"1999","journal-title":"Nature Neuroscience"},{"key":"ref68","doi-asserted-by":"crossref","first-page":"4625","DOI":"10.1523\/JNEUROSCI.22-11-04625.2002","article-title":"Context-dependent adaptive coding of interaural phase disparity in the auditory cortex of awake macaques","volume":"22","author":"BJ Malone","year":"2002","journal-title":"The Journal of Neuroscience"},{"key":"ref69","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1016\/S0928-4257(97)81424-6","article-title":"Context-dependent interactions and visual processing in v1","volume":"90","author":"A Sillito","year":"1996","journal-title":"Journal of Physiology-Paris"},{"key":"ref70","doi-asserted-by":"crossref","first-page":"787","DOI":"10.1038\/35090500","article-title":"Effciency and ambiguity in an adaptive neural code","volume":"412","author":"AL Fairhall","year":"2001","journal-title":"Nature"},{"key":"ref71","doi-asserted-by":"crossref","first-page":"463","DOI":"10.1016\/j.tins.2009.05.006","article-title":"Microsaccades: a neurophysiological analysis","volume":"32","author":"S Martinez-Conde","year":"2009","journal-title":"Trends in Neurosciences"},{"key":"ref72","doi-asserted-by":"crossref","first-page":"769","DOI":"10.1016\/S0896-6273(01)00251-3","article-title":"The role of spike timing in the coding of stimulus location in rat somatosensory cortex","volume":"29","author":"S Panzeri","year":"2001","journal-title":"Neuron"},{"key":"ref73","doi-asserted-by":"crossref","first-page":"306","DOI":"10.1016\/j.conb.2010.03.006","article-title":"Sparse and powerful cortical spikes","volume":"20","author":"J Wolfe","year":"2010","journal-title":"Current Opinion in Neurobiology"},{"key":"ref74","doi-asserted-by":"crossref","first-page":"615","DOI":"10.1038\/nrn2886","article-title":"Spiking activity propagation in neuronal networks: reconciling different perspectives on neural coding","volume":"11","author":"A Kumar","year":"2010","journal-title":"Nat Rev Neurosci"},{"key":"ref75","doi-asserted-by":"crossref","first-page":"51105113","DOI":"10.1103\/PhysRevLett.84.5110","article-title":"Analysis of the asynchronous state in networks of strongly coupled oscillators","volume":"84","author":"C van Vreeswijk","year":"2000","journal-title":"Phys Rev Lett"},{"key":"ref76","doi-asserted-by":"crossref","first-page":"1285","DOI":"10.1162\/08997660152002861","article-title":"The effects of spike frequency adaptation and negative feedback on the synchronization of neural oscillators","volume":"13","author":"B Ermentrout","year":"2001","journal-title":"Neural Computation"},{"key":"ref77","doi-asserted-by":"crossref","first-page":"1157","DOI":"10.1017\/S0952523800010269","article-title":"Responses of neurons in macaque MT to stochastic motion signals","volume":"10","author":"KH Britten","year":"1993","journal-title":"Visual neuroscience"},{"key":"ref78","doi-asserted-by":"crossref","first-page":"8463","DOI":"10.1523\/JNEUROSCI.4845-12.2013","article-title":"Imbalance between excitation and inhibition in the somatosensory cortex produces postadaptation facilitation","volume":"33","author":"KCK Malina","year":"2013","journal-title":"The Journal of Neuroscience"},{"key":"ref79","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1126\/science.1183108","article-title":"Synchrony of thalamocortical inputs maximizes cortical reliability","volume":"328","author":"HP Wang","year":"2010","journal-title":"Science"},{"key":"ref80","doi-asserted-by":"crossref","first-page":"e1000433","DOI":"10.1371\/journal.pcbi.1000433","article-title":"Relating neuronal firing patterns to functional differentiation of cerebral cortex","volume":"5","author":"S Shinomoto","year":"2009","journal-title":"PLoS Comput Biol"},{"key":"ref81","doi-asserted-by":"crossref","first-page":"448","DOI":"10.1016\/j.pneurobio.2011.08.002","article-title":"The neuronal encoding of information in the brain","volume":"95","author":"ET Rolls","year":"2011","journal-title":"Progress in Neurobiology"},{"key":"ref82","article-title":"Natural image sequences constrain dynamic receptive fields and imply a sparse code","author":"C H\u00e4usler","year":"2013","journal-title":"Brain Research"},{"key":"ref83","doi-asserted-by":"crossref","first-page":"1039","DOI":"10.1038\/nn.2877","article-title":"Precise olfactory responses tile the sniff cycle","volume":"14","author":"R Shusterman","year":"2011","journal-title":"Nature Neuroscience"},{"key":"ref84","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1007\/s13592-012-0131-3","article-title":"Dynamics of sensory processing in the dual olfactory pathway of the honeybee","volume":"43","author":"MP Nawrot","year":"2012","journal-title":"Apidologie"},{"key":"ref85","doi-asserted-by":"crossref","first-page":"734","DOI":"10.1152\/jn.01283.2007","article-title":"Olfactory representations by drosophila mushroom body neurons","volume":"99","author":"GC Turner","year":"2008","journal-title":"Journal of Neurophysiology"},{"key":"ref86","doi-asserted-by":"crossref","first-page":"176","DOI":"10.3389\/neuro.01.032.2008","article-title":"A simple method to reconstruct firing rates from dendritic calcium signals","volume":"2","author":"L Moreaux","year":"2008","journal-title":"Frontiers in Neuroscience"},{"key":"ref87","doi-asserted-by":"crossref","first-page":"1176","DOI":"10.1038\/nn1947","article-title":"Adaptive regulation of sparseness by feedforward inhibition","volume":"10","author":"C Assisi","year":"2007","journal-title":"Nat Neurosci"},{"key":"ref88","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1126\/science.1201835","article-title":"Normalization for sparse encoding of odors by a wide-field interneuron","volume":"332","author":"M Papadopoulou","year":"2011","journal-title":"Science"},{"key":"ref89","doi-asserted-by":"crossref","first-page":"8138","DOI":"10.1523\/JNEUROSCI.1066-12.2012","article-title":"Functional analysis of a higher olfactory center, the lateral horn","volume":"32","author":"N Gupta","year":"2012","journal-title":"Journal of Neuroscience"},{"key":"ref90","doi-asserted-by":"crossref","first-page":"1659","DOI":"10.1523\/JNEUROSCI.4171-06.2007","article-title":"A simple connectivity scheme for sparse coding in an olfactory system","volume":"27","author":"RA Jortner","year":"2007","journal-title":"The Journal of Neuroscience"},{"key":"ref91","doi-asserted-by":"crossref","first-page":"19","DOI":"10.3389\/fneng.2012.00019","article-title":"Network architecture underlying maximal separation of neuronal representations","volume":"5","author":"RA Jortner","year":"2013","journal-title":"Frontiers in Neuroengineering"},{"key":"ref92","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1038\/nature12063","article-title":"Random convergence of olfactory inputs in the drosophila mushroom body","volume":"497","author":"SJC Caron","year":"2013","journal-title":"Nature"},{"key":"ref93","doi-asserted-by":"crossref","first-page":"3129","DOI":"10.1523\/JNEUROSCI.2583-10.2011","article-title":"Mushroom body output neurons encode odorreward associations","volume":"31","author":"MF Strube-Bloss","year":"2011","journal-title":"J Neurosci"},{"key":"ref94","doi-asserted-by":"crossref","first-page":"28792916","DOI":"10.1162\/neco.2006.18.12.2879","article-title":"Short-term synaptic plasticity can enhance weak signal detectability in nonrenewal spike trains","volume":"18","author":"N L\u00fcdtke","year":"2006","journal-title":"Neural computation"},{"issue":"17","key":"ref95","doi-asserted-by":"crossref","first-page":"6672","DOI":"10.1523\/JNEUROSCI.20-17-06672.2000","article-title":"Nonrenewal statistics of electrosensory afferent spike trains: implications for the detection of weak sensory signals","volume":"20","author":"R Ratnam","year":"2000","journal-title":"J Neurosci"},{"key":"ref96","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1523\/JNEUROSCI.20-01-j0003.2000","article-title":"Synchrony generation in recurrent networks with frequency-dependent synapses","volume":"20","author":"M Tsodyks","year":"2000","journal-title":"J Neurosci"},{"key":"ref97","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1023\/A:1020110223441","article-title":"Computation by ensemble synchronization in recurrent networks with synaptic depression","volume":"13","author":"A Loebel","year":"2002","journal-title":"J Comput Neurosci"},{"key":"ref98","doi-asserted-by":"crossref","first-page":"e82","DOI":"10.1371\/journal.pcbi.0030082","article-title":"Integrated mechanisms of anticipation and rate-of-change computations in cortical circuits","volume":"3","author":"GD Puccini","year":"2007","journal-title":"PLoS Comput Biol"},{"key":"ref99","doi-asserted-by":"crossref","first-page":"5323","DOI":"10.1073\/pnas.95.9.5323","article-title":"Differential signaling via the same axon of neocortical pyramidal neurons","volume":"95","author":"H Markram","year":"1998","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"ref100","doi-asserted-by":"crossref","first-page":"2354","DOI":"10.1152\/jn.1993.70.6.2354","article-title":"Large, deep layer pyramid-pyramid single axon EPSPs in slices of rat motor cortex display paired pulse and frequency-dependent depression, mediated presynaptically and self-facilitation, mediated postsynaptically","volume":"70","author":"AM Thomson","year":"1993","journal-title":"Journal of Neurophysiology"},{"key":"ref101","doi-asserted-by":"crossref","first-page":"259284","DOI":"10.1088\/0954-898X_4_3_002","article-title":"Mean-field analysis of neuronal spike dynamics","volume":"4","author":"A Treves","year":"1993","journal-title":"Network: Computation in Neural Systems"},{"key":"ref102","doi-asserted-by":"crossref","first-page":"18091841","DOI":"10.1162\/08997660360675053","article-title":"Rate models for conductance-based cortical neuronal networks","volume":"15","author":"O Shriki","year":"2003","journal-title":"Neural computation"},{"key":"ref103","doi-asserted-by":"crossref","first-page":"1651","DOI":"10.1162\/neco.2008.03-07-497","article-title":"Theory of input spike auto- and cross-correlations and their effect on the response of spiking neurons","volume":"20","author":"R Moreno-Bote","year":"2008","journal-title":"Neural Comput"},{"key":"ref104","doi-asserted-by":"crossref","first-page":"288101","DOI":"10.1103\/PhysRevLett.89.288101","article-title":"Response of spiking neurons to correlated inputs","volume":"89","author":"R Moreno","year":"2002","journal-title":"Physical Review Letters"},{"key":"ref105","doi-asserted-by":"crossref","unstructured":"van Vreeswijk C (2010) Stochastic models of spike trains. In: Analysis of Parallel Spike Trains, Springer, Springer Series in Computational Neuroscience. pp. 3\u201320.","DOI":"10.1007\/978-1-4419-5675-0_1"},{"key":"ref106","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":"ref107","doi-asserted-by":"crossref","first-page":"439","DOI":"10.1038\/nn.2489","article-title":"Diversity and wiring variability of olfactory local interneurons in the drosophila antennal lobe","volume":"13","author":"YH Chou","year":"2010","journal-title":"Nature Neuroscience"}],"container-title":["PLoS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pcbi.1003251","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,3,7]],"date-time":"2022-03-07T21:23:35Z","timestamp":1646688215000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1003251"}},"subtitle":[],"editor":[{"given":"Boris S.","family":"Gutkin","sequence":"first","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2013,10,3]]},"references-count":107,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2013,10,3]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1003251","relation":{},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,10,3]]}}}