Flexible categorization in perceptual decision making

Attractor networks and drift diffusion models are two approaches to model the perceptual decision making process. Here, the authors identify an intermediate regime only for the attractor model that allows flexible categorization of two choice decisions for long duration and noisy stimuli and validat...

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Autores principales:	Genís Prat-Ortega, Klaus Wimmer, Alex Roxin, Jaime de la Rocha
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/328f60abc3294064a7c03c0355ddba4c
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id	oai:doaj.org-article:328f60abc3294064a7c03c0355ddba4c
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spelling	oai:doaj.org-article:328f60abc3294064a7c03c0355ddba4c2021-12-02T15:52:44ZFlexible categorization in perceptual decision making10.1038/s41467-021-21501-z2041-1723https://doaj.org/article/328f60abc3294064a7c03c0355ddba4c2021-02-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-21501-zhttps://doaj.org/toc/2041-1723Attractor networks and drift diffusion models are two approaches to model the perceptual decision making process. Here, the authors identify an intermediate regime only for the attractor model that allows flexible categorization of two choice decisions for long duration and noisy stimuli and validate these model predictions with psychophysical experiments.Genís Prat-OrtegaKlaus WimmerAlex RoxinJaime de la RochaNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-15 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Genís Prat-Ortega Klaus Wimmer Alex Roxin Jaime de la Rocha Flexible categorization in perceptual decision making
description	Attractor networks and drift diffusion models are two approaches to model the perceptual decision making process. Here, the authors identify an intermediate regime only for the attractor model that allows flexible categorization of two choice decisions for long duration and noisy stimuli and validate these model predictions with psychophysical experiments.
format	article
author	Genís Prat-Ortega Klaus Wimmer Alex Roxin Jaime de la Rocha
author_facet	Genís Prat-Ortega Klaus Wimmer Alex Roxin Jaime de la Rocha
author_sort	Genís Prat-Ortega
title	Flexible categorization in perceptual decision making
title_short	Flexible categorization in perceptual decision making
title_full	Flexible categorization in perceptual decision making
title_fullStr	Flexible categorization in perceptual decision making
title_full_unstemmed	Flexible categorization in perceptual decision making
title_sort	flexible categorization in perceptual decision making
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/328f60abc3294064a7c03c0355ddba4c
work_keys_str_mv	AT genispratortega flexiblecategorizationinperceptualdecisionmaking AT klauswimmer flexiblecategorizationinperceptualdecisionmaking AT alexroxin flexiblecategorizationinperceptualdecisionmaking AT jaimedelarocha flexiblecategorizationinperceptualdecisionmaking
_version_	1718385562523533312

Flexible categorization in perceptual decision making

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