Complexity reduction of rate-equations models for two-choice decision-making

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dc.contributor.authorCarrillo, Joséca
dc.contributor.authorCordier, Stéphaneca
dc.contributor.authorDeco, Gustavoca
dc.contributor.authorMancini, Simonaca
dc.date.accessioned2016-02-17T19:34:37Z
dc.date.available2016-02-17T19:34:37Z
dc.date.issued2013
dc.description.abstractWe are concerned with the complexity reduction of a stochastic system of differential equations governing the dynamics of/na neuronal circuit describing a decision-making task. This reduction is based on the slow-fast behavior of the problem and/nholds on the whole phase space and not only locally around the spontaneous state. Macroscopic quantities, such as/nperformance and reaction times, computed applying this reduction are in agreement with previous works in which the/ncomplexity reduction is locally performed at the spontaneous point by means of a Taylor expansion.ca
dc.description.sponsorshipJ.A. Carrillo acknowledges support from the Royal Society by a Wolfson Research Merit Award and by the Engineering and Physical Sciences Research Council grant with references EP/K008404/1. J.A. Carrillo was partially supported by the project MTM2011-27739-C04-02 DGI (Spain) and 2009-SGR-345 from AGAUR-Generalitat de Catalunya. S. Cordier and S. Mancini acknowledge support by the ANR project MANDy, Mathematical Analysis of Neuronal Dynamics, ANR-09-BLAN-0008-01. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
dc.format.mimetypeapplication/pdfca
dc.identifier.citationCarrillo JA, Cordier S, Deco G, Mancini S. Complexity reduction of rate-equations models for two-choice decision-making. PLoS ONE. 2013;8(12):1-10. DOI: 10.1371/journal.pone.0080820
dc.identifier.doihttp://dx.doi.org/10.1371/journal.pone.0080820
dc.identifier.issn1932-6203
dc.identifier.urihttp://hdl.handle.net/10230/25868
dc.language.isoengca
dc.publisherPublic Library of Scienceca
dc.relation.ispartofPLoS ONE. 2013;8(12):1-10
dc.relation.projectIDinfo:eu-repo/grantAgreement/ES/3PN/MTM2011-27739-C04-02
dc.rights© 2013 Carrillo et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits/nunrestricted use, distribution, and reproduction in any medium, provided the original author and source are creditedca
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessca
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/
dc.titleComplexity reduction of rate-equations models for two-choice decision-makingca
dc.typeinfo:eu-repo/semantics/articleca
dc.type.versioninfo:eu-repo/semantics/publishedVersionca

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