Serial, parallel and hierarchical decision making in primates

Autores
Zylberberg, Ariel Dario; Lorteije, Jeannette AM; Ouellette, Brian G.; De Zeeuw, Chris I.; Sigman, Mariano; Roelfsema, Pieter
Año de publicación
2017
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
The study of decision-making has mainly focused on isolated decisions where choices are associated with motor actions. However, problem-solving often involves considering a hierarchy of sub-decisions. In a recent study (Lorteije et al. 2015), we reported behavioral and neuronal evidence for hierarchical decision making in a task with a small decision tree. We observed a first phase of parallel evidence integration for multiple sub-decisions, followed by a phase in which the overall strategy formed. It has been suggested that a ’flat’ competition between the ultimate motor actions might also explain these results. A reanalysis of the data does not support the critical predictions of flat models. We also examined the time-course of decision making in other, related tasks and report conditions where evidence integration for successive decisions is decoupled, which excludes flat models. We conclude that the flexibility of decision-making implies that the strategies are genuinely hierarchical.
Fil: Zylberberg, Ariel Dario. Netherlands Institute For Neuroscience; Países Bajos. Columbia University; Estados Unidos
Fil: Lorteije, Jeannette AM. Netherlands Institute For Neuroscience; Países Bajos. University of Amsterdam; Países Bajos
Fil: Ouellette, Brian G.. Netherlands Institute For Neuroscience; Países Bajos
Fil: De Zeeuw, Chris I.. Netherlands Institute For Neuroscience; Países Bajos. Erasmus MC; Países Bajos
Fil: Sigman, Mariano. Universidad Torcuato Di Tella; Argentina
Fil: Roelfsema, Pieter. VU University Amsterdam; Países Bajos. Academic Medical Center; Países Bajos
Materia
Decision-making
Hierarchical model
Decision tree
Visual cortex
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/76857
Acceder
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network_name_str CONICET Digital (CONICET)
spelling Serial, parallel and hierarchical decision making in primatesZylberberg, Ariel DarioLorteije, Jeannette AMOuellette, Brian G.De Zeeuw, Chris I.Sigman, MarianoRoelfsema, PieterDecision-makingHierarchical modelDecision treeVisual cortexhttps://purl.org/becyt/ford/1.6https://purl.org/becyt/ford/1The study of decision-making has mainly focused on isolated decisions where choices are associated with motor actions. However, problem-solving often involves considering a hierarchy of sub-decisions. In a recent study (Lorteije et al. 2015), we reported behavioral and neuronal evidence for hierarchical decision making in a task with a small decision tree. We observed a first phase of parallel evidence integration for multiple sub-decisions, followed by a phase in which the overall strategy formed. It has been suggested that a ’flat’ competition between the ultimate motor actions might also explain these results. A reanalysis of the data does not support the critical predictions of flat models. We also examined the time-course of decision making in other, related tasks and report conditions where evidence integration for successive decisions is decoupled, which excludes flat models. We conclude that the flexibility of decision-making implies that the strategies are genuinely hierarchical.Fil: Zylberberg, Ariel Dario. Netherlands Institute For Neuroscience; Países Bajos. Columbia University; Estados UnidosFil: Lorteije, Jeannette AM. Netherlands Institute For Neuroscience; Países Bajos. University of Amsterdam; Países BajosFil: Ouellette, Brian G.. Netherlands Institute For Neuroscience; Países BajosFil: De Zeeuw, Chris I.. Netherlands Institute For Neuroscience; Países Bajos. Erasmus MC; Países BajosFil: Sigman, Mariano. Universidad Torcuato Di Tella; ArgentinaFil: Roelfsema, Pieter. VU University Amsterdam; Países Bajos. Academic Medical Center; Países BajoseLife Sciences Publications Ltd2017-06info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/76857Zylberberg, Ariel Dario; Lorteije, Jeannette AM; Ouellette, Brian G.; De Zeeuw, Chris I.; Sigman, Mariano; et al.; Serial, parallel and hierarchical decision making in primates; eLife Sciences Publications Ltd; eLife; 6; 6-2017; 1-92050-084XCONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://elifesciences.org/articles/17331info:eu-repo/semantics/altIdentifier/doi/10.7554/eLife.17331info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-22T11:42:42Zoai:ri.conicet.gov.ar:11336/76857instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-22 11:42:42.505CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Serial, parallel and hierarchical decision making in primates
title Serial, parallel and hierarchical decision making in primates
spellingShingle Serial, parallel and hierarchical decision making in primates
Zylberberg, Ariel Dario
Decision-making
Hierarchical model
Decision tree
Visual cortex
title_short Serial, parallel and hierarchical decision making in primates
title_full Serial, parallel and hierarchical decision making in primates
title_fullStr Serial, parallel and hierarchical decision making in primates
title_full_unstemmed Serial, parallel and hierarchical decision making in primates
title_sort Serial, parallel and hierarchical decision making in primates
dc.creator.none.fl_str_mv Zylberberg, Ariel Dario
Lorteije, Jeannette AM
Ouellette, Brian G.
De Zeeuw, Chris I.
Sigman, Mariano
Roelfsema, Pieter
author Zylberberg, Ariel Dario
author_facet Zylberberg, Ariel Dario
Lorteije, Jeannette AM
Ouellette, Brian G.
De Zeeuw, Chris I.
Sigman, Mariano
Roelfsema, Pieter
author_role author
author2 Lorteije, Jeannette AM
Ouellette, Brian G.
De Zeeuw, Chris I.
Sigman, Mariano
Roelfsema, Pieter
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv Decision-making
Hierarchical model
Decision tree
Visual cortex
topic Decision-making
Hierarchical model
Decision tree
Visual cortex
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.6
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv The study of decision-making has mainly focused on isolated decisions where choices are associated with motor actions. However, problem-solving often involves considering a hierarchy of sub-decisions. In a recent study (Lorteije et al. 2015), we reported behavioral and neuronal evidence for hierarchical decision making in a task with a small decision tree. We observed a first phase of parallel evidence integration for multiple sub-decisions, followed by a phase in which the overall strategy formed. It has been suggested that a ’flat’ competition between the ultimate motor actions might also explain these results. A reanalysis of the data does not support the critical predictions of flat models. We also examined the time-course of decision making in other, related tasks and report conditions where evidence integration for successive decisions is decoupled, which excludes flat models. We conclude that the flexibility of decision-making implies that the strategies are genuinely hierarchical.
Fil: Zylberberg, Ariel Dario. Netherlands Institute For Neuroscience; Países Bajos. Columbia University; Estados Unidos
Fil: Lorteije, Jeannette AM. Netherlands Institute For Neuroscience; Países Bajos. University of Amsterdam; Países Bajos
Fil: Ouellette, Brian G.. Netherlands Institute For Neuroscience; Países Bajos
Fil: De Zeeuw, Chris I.. Netherlands Institute For Neuroscience; Países Bajos. Erasmus MC; Países Bajos
Fil: Sigman, Mariano. Universidad Torcuato Di Tella; Argentina
Fil: Roelfsema, Pieter. VU University Amsterdam; Países Bajos. Academic Medical Center; Países Bajos
description The study of decision-making has mainly focused on isolated decisions where choices are associated with motor actions. However, problem-solving often involves considering a hierarchy of sub-decisions. In a recent study (Lorteije et al. 2015), we reported behavioral and neuronal evidence for hierarchical decision making in a task with a small decision tree. We observed a first phase of parallel evidence integration for multiple sub-decisions, followed by a phase in which the overall strategy formed. It has been suggested that a ’flat’ competition between the ultimate motor actions might also explain these results. A reanalysis of the data does not support the critical predictions of flat models. We also examined the time-course of decision making in other, related tasks and report conditions where evidence integration for successive decisions is decoupled, which excludes flat models. We conclude that the flexibility of decision-making implies that the strategies are genuinely hierarchical.
publishDate 2017
dc.date.none.fl_str_mv 2017-06
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/76857
Zylberberg, Ariel Dario; Lorteije, Jeannette AM; Ouellette, Brian G.; De Zeeuw, Chris I.; Sigman, Mariano; et al.; Serial, parallel and hierarchical decision making in primates; eLife Sciences Publications Ltd; eLife; 6; 6-2017; 1-9
2050-084X
CONICET Digital
CONICET
url http://hdl.handle.net/11336/76857
identifier_str_mv Zylberberg, Ariel Dario; Lorteije, Jeannette AM; Ouellette, Brian G.; De Zeeuw, Chris I.; Sigman, Mariano; et al.; Serial, parallel and hierarchical decision making in primates; eLife Sciences Publications Ltd; eLife; 6; 6-2017; 1-9
2050-084X
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://elifesciences.org/articles/17331
info:eu-repo/semantics/altIdentifier/doi/10.7554/eLife.17331
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv eLife Sciences Publications Ltd
publisher.none.fl_str_mv eLife Sciences Publications Ltd
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 12.982451

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