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Mountcastle","year":"1990","journal-title":"J Neurosci"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"5503","DOI":"10.1523\/JNEUROSCI.20-14-05503.2000","article-title":"Periodicity and firing rate as candidate neural codes for the frequency of vibrotactile stimuli","volume":"20","author":"E Salinas","year":"2000","journal-title":"J Neurosci"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"1217","DOI":"10.1038\/nn950","article-title":"Neuronal correlates of decision-making in secondary somatosensory cortex","volume":"5","author":"R Romo","year":"2002","journal-title":"Nat Neurosci"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"1196","DOI":"10.1093\/cercor\/bhg100","article-title":"Timing and neural encoding of somatosensory parametric working memory in macaque prefrontal cortex","volume":"13","author":"CD Brody","year":"2003","journal-title":"Cereb 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Chapter: Let&apos;s Razor Ockham&apos;s Razor. Cambridge: Cambridge University Press. pp. 136\u2013157.","DOI":"10.1017\/CBO9780511624940.008"},{"key":"ref44","doi-asserted-by":"crossref","first-page":"2000","DOI":"10.1162\/NECO_a_00150","article-title":"Diffusive information accumulation by minimal recurrent neural models of decision making","volume":"23","author":"PL Smith","year":"2011","journal-title":"Neural Comput"},{"key":"ref45","doi-asserted-by":"crossref","unstructured":"Amit DJ (1989) Modeling Brain Function: The World of Attractor Neural Networks. 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Neurosci"},{"key":"ref55","doi-asserted-by":"crossref","first-page":"1314","DOI":"10.1523\/JNEUROSCI.3733-05.2006","article-title":"A recurrent network mechanism of time integration in perceptual decisions","volume":"26","author":"KF Wong","year":"2006","journal-title":"J Neurosci"},{"key":"ref56","doi-asserted-by":"crossref","first-page":"e1000046","DOI":"10.1371\/journal.pcbi.1000046","article-title":"Neurobiological models of two-choice decision making can be reduced to a one-dimensional nonlinear diffusion equation","volume":"4","author":"A Roxin","year":"2008","journal-title":"PLoS Comput Biol"},{"key":"ref57","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1016\/S0006-3495(65)86709-1","article-title":"A theoretical analysis of neuronal variability","volume":"5","author":"RB Stein","year":"1965","journal-title":"Biophys J"},{"key":"ref58","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1146\/annurev.psych.55.090902.141429","article-title":"Indeterminacy in brain and behavior","volume":"56","author":"PW Glimcher","year":"2005","journal-title":"Psychology"},{"key":"ref59","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1093\/chemse\/bjj016","article-title":"The sniff as a unit of olfactory processing","volume":"31","author":"A Kepecs","year":"2006","journal-title":"Chem Senses"},{"key":"ref60","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1080\/17470215208416600","article-title":"On the rate of gain of information","volume":"4","author":"W Hick","year":"1952","journal-title":"Q J Exp Psychol"},{"key":"ref61","doi-asserted-by":"crossref","first-page":"396","DOI":"10.1037\/0033-295X.115.2.396","article-title":"An integrated model of choices and response times in absolute identification","volume":"115","author":"SD Brown","year":"2008","journal-title":"Psychol Rev"},{"key":"ref62","doi-asserted-by":"crossref","first-page":"7519","DOI":"10.1523\/JNEUROSCI.18-18-07519.1998","article-title":"Modulation of neuronal activity in superior colliculus by changes in target probability","volume":"18","author":"MA Basso","year":"1998","journal-title":"J Neurosci"},{"key":"ref63","doi-asserted-by":"crossref","first-page":"693","DOI":"10.1038\/nn.2123","article-title":"Decision-making with multiple alternatives","volume":"11","author":"AK Churchland","year":"2008","journal-title":"Nat Neurosci"},{"key":"ref64","doi-asserted-by":"crossref","first-page":"903","DOI":"10.1093\/cercor\/bhr165","article-title":"Local computation of decision-relevant net sensory evidence in parietal cortex","volume":"22","author":"A Bollimunta","year":"2012","journal-title":"Cereb Cortex"},{"key":"ref65","doi-asserted-by":"crossref","first-page":"10627","DOI":"10.1523\/JNEUROSCI.1237-11.2011","article-title":"Reward value-based gain control: divisive normalization in parietal cortex","volume":"22","author":"K Louie","year":"2011","journal-title":"J Neurosci"},{"key":"ref66","doi-asserted-by":"crossref","first-page":"920","DOI":"10.1016\/j.conb.2012.04.009","article-title":"New advances in understanding decisions among multiple alternatives","volume":"22","author":"A Churchland","year":"2012","journal-title":"Curr Opin Neurobiol"},{"key":"ref67","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1037\/h0032955","article-title":"Elimination by aspects: A theory of choice","volume":"79","author":"A Tversky","year":"1972","journal-title":"Psychol Rev"},{"key":"ref68","doi-asserted-by":"crossref","first-page":"1179","DOI":"10.1287\/mnsc.39.10.1179","article-title":"Context-dependent preferences","volume":"39","author":"A Tversky","year":"1993","journal-title":"Manage Sci"},{"key":"ref69","doi-asserted-by":"crossref","first-page":"1655","DOI":"10.1098\/rstb.2007.2059","article-title":"Extending a biologically inspired model of choice: multi-alternatives, nonlinearity and value-based multidimensional choice","volume":"362","author":"R Bogacz","year":"2007","journal-title":"Philos Trans R Soc Lond B Biol Sci"},{"key":"ref70","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1080\/00140137008931117","article-title":"Evidence for an accumulator model of psychophysical discrimination","volume":"13","author":"D Vickers","year":"1970","journal-title":"Ergonomics"},{"key":"ref71","doi-asserted-by":"crossref","first-page":"1142","DOI":"10.1016\/j.neuron.2008.09.021","article-title":"Probabilistic population codes for bayesian decision making","volume":"60","author":"JM Beck","year":"2008","journal-title":"Neuron"},{"key":"ref72","doi-asserted-by":"crossref","first-page":"1153","DOI":"10.1016\/j.neuron.2008.12.003","article-title":"Similarity effect and optimal control of multiple-choice decision making","volume":"60","author":"M Furman","year":"2009","journal-title":"Neuron"},{"key":"ref73","doi-asserted-by":"crossref","first-page":"4435","DOI":"10.1523\/JNEUROSCI.5564-07.2008","article-title":"Perceptual decisions between multiple directions of visual motion","volume":"28","author":"M Niwa","year":"2008","journal-title":"J Neurosci"},{"key":"ref74","doi-asserted-by":"crossref","first-page":"184","DOI":"10.3389\/fnins.2010.00184","article-title":"A comparison between mechanisms of multi-alternative perceptual decision making: Ability to explain human behavior, predictions for neurophysiology, and relationship with decision theory","volume":"4","author":"J Ditterich","year":"2010","journal-title":"Front Neurosci"},{"key":"ref75","unstructured":"Dempere-Marco L, Insabato A, Pannunzi M, Deco G (2012). Multiple-choice decision-making with simultaneously competing evidences: A neurodynamical perspective [Abstract 730.12] In: 42nd Annual Meeting Society for Neuroscience; 13\u201317 October 2012; New Orleans, LA. United States."},{"key":"ref76","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1038\/nature08275","article-title":"Changes of mind in decision-making","volume":"461","author":"A Resulaj","year":"2009","journal-title":"Nature"},{"key":"ref77","doi-asserted-by":"crossref","first-page":"946","DOI":"10.1016\/j.neuron.2008.12.011","article-title":"So many choices: what computational models reveal about decision-making mechanisms","volume":"60","author":"E Salinas","year":"2008","journal-title":"Neuron"},{"key":"ref78","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1152\/jn.00239.2009","article-title":"Dynamical foundations of the neural circuit for bayesian decision making","volume":"102","author":"K Morita","year":"2009","journal-title":"J Neurophysiol"},{"key":"ref79","doi-asserted-by":"crossref","first-page":"1599","DOI":"10.1016\/j.visres.2009.03.019","article-title":"What a difference a parameter makes: A psychophysical comparison of random dot motion algorithms","volume":"49","author":"PK Pilly","year":"2009","journal-title":"Vision Res"},{"key":"ref80","doi-asserted-by":"crossref","first-page":"2579","DOI":"10.1016\/0042-6989(95)00325-8","article-title":"What is noise for the notion system","volume":"36","author":"MO Scase","year":"1996","journal-title":"Vision Res"},{"key":"ref81","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1007\/BF02259114","article-title":"The response of neurons in areas v1 and mt of the alert rhesus monkey to moving random dot patterns","volume":"88","author":"RJ Snowden","year":"1992","journal-title":"Exp Brain Res"},{"key":"ref82","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":"Vis Neurosci"},{"key":"ref83","doi-asserted-by":"crossref","first-page":"1676","DOI":"10.1523\/JNEUROSCI.21-05-01676.2001","article-title":"Correlated firing in macaque visual area MT: time scales and relationship to behavior","volume":"21","author":"W Bair","year":"2001","journal-title":"J Neurosci"},{"key":"ref84","doi-asserted-by":"crossref","first-page":"270","DOI":"10.1038\/72985","article-title":"Seeing multiple directions of motion-physiology and psychophysics","volume":"3","author":"S Treue","year":"2000","journal-title":"Nat Neurosci"},{"key":"ref85","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1126\/science.1233912","article-title":"Rats and humans can optimally accumulate evidence for decision-making","volume":"340","author":"B Brunton","year":"2013","journal-title":"Science"},{"key":"ref86","doi-asserted-by":"crossref","first-page":"e2534","DOI":"10.1371\/journal.pone.0002534","article-title":"A fluctuation-driven mechanism for slow decision processes in reverberant networks","volume":"3","author":"D Mart\u00ed","year":"2008","journal-title":"PLoS ONE"},{"key":"ref87","doi-asserted-by":"crossref","first-page":"3124","DOI":"10.1152\/jn.00208.2012","article-title":"Learning selective top-down control enhances performance in a visual categorization task","volume":"108","author":"M Pannunzi","year":"2012","journal-title":"J Neurophysiol"},{"key":"ref88","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.pneurobio.2009.01.006","article-title":"Stochastic dynamics as a principle of brain function","volume":"88","author":"G Deco","year":"2009","journal-title":"Prog Neurobiol"},{"key":"ref89","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.pneurobio.2009.01.006","article-title":"Stochastic dynamics as a principle of brain function","volume":"88","author":"G Deco","year":"2009","journal-title":"Prog Neurobiol"},{"key":"ref90","doi-asserted-by":"crossref","unstructured":"Rolls E, G D (2010) The Noisy Brain - Stochastic Dynamics as a Principle of Brain Function. Oxford: Oxford University Press.","DOI":"10.1093\/acprof:oso\/9780199587865.001.0001"},{"key":"ref91","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1016\/j.neuron.2012.03.016","article-title":"Not noisy, just wrong: the role of suboptimal inference in behavioral variability","volume":"74","author":"JM Beck","year":"2012","journal-title":"Neuron"},{"key":"ref92","unstructured":"de la Rocha J, Wimmer K, Renart A, Roxin A, Compte A (2012). Stimulus fluctuations together with a top-down feedback can account for the dynamics of choice probility in mt during a motion discrimination task. [Abstract 175.11] In: 42nd Annual Meeting Society for Neuroscience; 13\u201317 October 2012; New Orleans, LA. United States."},{"key":"ref93","doi-asserted-by":"crossref","first-page":"284","DOI":"10.1364\/JOSAA.2.000284","article-title":"Spatiotemporal energy models for the perception of motion","volume":"2","author":"E Adelson","year":"1985","journal-title":"J Opt Soc Am A"},{"key":"ref94","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1364\/JOSAA.2.000322","article-title":"Model of human visual-motion sensing","volume":"2","author":"A Watson","year":"1985","journal-title":"J Opt Soc Am A"},{"key":"ref95","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1113\/jphysiol.1964.sp007415","article-title":"Changes in time scale and sensitivity in the ommatidia of limulus","volume":"172","author":"M Fuortes","year":"1964","journal-title":"J Physiology"},{"key":"ref96","doi-asserted-by":"crossref","first-page":"79","DOI":"10.3389\/fnint.2012.00079","article-title":"The construction of confidence in a perceptual decision","volume":"6","author":"A Zylberberg","year":"2012","journal-title":"Front Integr Neurosci"},{"key":"ref97","doi-asserted-by":"crossref","first-page":"745","DOI":"10.1016\/S0042-6989(96)00207-6","article-title":"Motion-reversal reveals two motion mechanisms functioning in scotopic vision","volume":"37","author":"T Takeuchi","year":"1997","journal-title":"Vision Res"},{"key":"ref98","doi-asserted-by":"crossref","first-page":"312","DOI":"10.1126\/science.291.5502.312","article-title":"Categorical representation of visual stimuli in the primate prefrontal cortex","volume":"291","author":"D Freedman","year":"2001","journal-title":"Science"},{"key":"ref99","doi-asserted-by":"crossref","first-page":"318","DOI":"10.1038\/415318a","article-title":"Visual categorisation shapes feature selectivity in the primate temporal cortex","volume":"415","author":"N Sigala","year":"2002","journal-title":"Nature"},{"key":"ref100","doi-asserted-by":"crossref","first-page":"717","DOI":"10.1101\/lm.1040508","article-title":"Effects of category learning on the stimulus selectivity of macaque inferior temporal neurons","volume":"15","author":"W De Baene","year":"2008","journal-title":"Learn Mem"},{"key":"ref101","doi-asserted-by":"crossref","first-page":"1407","DOI":"10.1152\/jn.90248.2008","article-title":"Dynamic population coding of category information in inferior temporal and prefrontal cortex","volume":"100","author":"E Meyers","year":"2008","journal-title":"J Neurophysiol"},{"key":"ref102","doi-asserted-by":"crossref","first-page":"351","DOI":"10.1007\/s00422-006-0054-z","article-title":"Learning to attend: Modeling the shaping of selectivity in infero-temporal cortex in a categorization task","volume":"94","author":"M Szabo","year":"2006","journal-title":"Biol Cybern"},{"key":"ref103","doi-asserted-by":"crossref","first-page":"818","DOI":"10.1016\/j.neuron.2010.12.037","article-title":"Variance as a signature of neural computations during decision making","volume":"69","author":"AK Churchland","year":"2011","journal-title":"Neuron"}],"container-title":["PLoS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pcbi.1003492","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,9]],"date-time":"2019-08-09T17:03:24Z","timestamp":1565370204000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1003492"}},"subtitle":[],"editor":[{"given":"Tim","family":"Behrens","sequence":"first","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2014,4,17]]},"references-count":103,"journal-issue":{"issue":"4","published-online":{"date-parts":[[2014,4,17]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1003492","relation":{},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,4,17]]}}}