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

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dc.contributor.author Carrillo, José
dc.contributor.author Cordier, Stéphane
dc.contributor.author Deco, Gustavo
dc.contributor.author Mancini, Simona
dc.date.accessioned 2016-02-17T19:34:37Z
dc.date.available 2016-02-17T19:34:37Z
dc.date.issued 2013
dc.identifier.citation Carrillo 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.issn 1932-6203
dc.identifier.uri http://hdl.handle.net/10230/25868
dc.description.abstract We 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.
dc.description.sponsorship J.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.mimetype application/pdf
dc.language.iso eng
dc.publisher Public Library of Science
dc.relation.ispartof PLoS ONE. 2013;8(12):1-10
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 credited
dc.rights.uri http://creativecommons.org/licenses/by/3.0/
dc.title Complexity reduction of rate-equations models for two-choice decision-making
dc.type info:eu-repo/semantics/article
dc.identifier.doi http://dx.doi.org/10.1371/journal.pone.0080820
dc.relation.projectID info:eu-repo/grantAgreement/ES/3PN/MTM2011-27739-C04-02
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/publishedVersion

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