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
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/76857
Ver los metadatos del registro completo
id |
CONICETDig_a1d2792d214450b14d90008a4faa0dbb |
---|---|
oai_identifier_str |
oai:ri.conicet.gov.ar:11336/76857 |
network_acronym_str |
CONICETDig |
repository_id_str |
3498 |
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 Técnicas2025-09-29T10:12:50Zoai: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:34982025-09-29 10:12:51.274CONICET 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 |
_version_ |
1844614039208984576 |
score |
13.070432 |