Neural representation of behavioral outcomes in the orbitofrontal cortex

Detalhes bibliográficos
Autor(a) principal: Mainen, ZF
Data de Publicação: 2009
Outros Autores: Kepecs, A
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Texto Completo: http://hdl.handle.net/10400.7/144
Resumo: The orbitofrontal cortex (OFC) is important in processing rewards and other behavioral outcomes. Here, we review from a computational perspective recent progress in understanding this complex function. OFC neurons appear to represent abstract outcome values, which may facilitate the comparison of options, as well as concrete outcome attributes, such as flavor or location, which may enable predictive cues to access current outcome values in the face of dynamic modulation by internal state, context and learning. OFC can use reinforcement learning to generate outcome predictions; it can also generate outcome predictions using other mechanisms, including the evaluation of decision confidence or uncertainty. OFC neurons encode not only the mean expected outcome but also the variance, consistent with the idea that OFC uses a probabilistic population code to represent outcomes. We suggest that further attention to the nature of its representations and algorithms will be critical to further elucidating OFC function.
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spelling Neural representation of behavioral outcomes in the orbitofrontal cortexDECISION-MAKINGPREFRONTAL CORTEXMATCHING BEHAVIORNEURONAL-ACTIVITYPOPULATION CODESENCODES RESPONSEThe orbitofrontal cortex (OFC) is important in processing rewards and other behavioral outcomes. Here, we review from a computational perspective recent progress in understanding this complex function. OFC neurons appear to represent abstract outcome values, which may facilitate the comparison of options, as well as concrete outcome attributes, such as flavor or location, which may enable predictive cues to access current outcome values in the face of dynamic modulation by internal state, context and learning. OFC can use reinforcement learning to generate outcome predictions; it can also generate outcome predictions using other mechanisms, including the evaluation of decision confidence or uncertainty. OFC neurons encode not only the mean expected outcome but also the variance, consistent with the idea that OFC uses a probabilistic population code to represent outcomes. We suggest that further attention to the nature of its representations and algorithms will be critical to further elucidating OFC function.Current BiologyARCAMainen, ZFKepecs, A2010-08-05T09:55:34Z2009-022009-02-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.7/144eng0959-4388info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-11-21T14:20:33Zoai:arca.igc.gulbenkian.pt:10400.7/144Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T19:15:11.534741Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Neural representation of behavioral outcomes in the orbitofrontal cortex
title Neural representation of behavioral outcomes in the orbitofrontal cortex
spellingShingle Neural representation of behavioral outcomes in the orbitofrontal cortex
Mainen, ZF
DECISION-MAKING
PREFRONTAL CORTEX
MATCHING BEHAVIOR
NEURONAL-ACTIVITY
POPULATION CODES
ENCODES RESPONSE
title_short Neural representation of behavioral outcomes in the orbitofrontal cortex
title_full Neural representation of behavioral outcomes in the orbitofrontal cortex
title_fullStr Neural representation of behavioral outcomes in the orbitofrontal cortex
title_full_unstemmed Neural representation of behavioral outcomes in the orbitofrontal cortex
title_sort Neural representation of behavioral outcomes in the orbitofrontal cortex
author Mainen, ZF
author_facet Mainen, ZF
Kepecs, A
author_role author
author2 Kepecs, A
author2_role author
dc.contributor.none.fl_str_mv ARCA
dc.contributor.author.fl_str_mv Mainen, ZF
Kepecs, A
dc.subject.por.fl_str_mv DECISION-MAKING
PREFRONTAL CORTEX
MATCHING BEHAVIOR
NEURONAL-ACTIVITY
POPULATION CODES
ENCODES RESPONSE
topic DECISION-MAKING
PREFRONTAL CORTEX
MATCHING BEHAVIOR
NEURONAL-ACTIVITY
POPULATION CODES
ENCODES RESPONSE
description The orbitofrontal cortex (OFC) is important in processing rewards and other behavioral outcomes. Here, we review from a computational perspective recent progress in understanding this complex function. OFC neurons appear to represent abstract outcome values, which may facilitate the comparison of options, as well as concrete outcome attributes, such as flavor or location, which may enable predictive cues to access current outcome values in the face of dynamic modulation by internal state, context and learning. OFC can use reinforcement learning to generate outcome predictions; it can also generate outcome predictions using other mechanisms, including the evaluation of decision confidence or uncertainty. OFC neurons encode not only the mean expected outcome but also the variance, consistent with the idea that OFC uses a probabilistic population code to represent outcomes. We suggest that further attention to the nature of its representations and algorithms will be critical to further elucidating OFC function.
publishDate 2009
dc.date.none.fl_str_mv 2009-02
2009-02-01T00:00:00Z
2010-08-05T09:55:34Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.7/144
url http://hdl.handle.net/10400.7/144
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0959-4388
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dc.publisher.none.fl_str_mv Current Biology
publisher.none.fl_str_mv Current Biology
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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