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: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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.
id RCAP_7c4b23b2aa5e3a935befbda8fac5f715
oai_identifier_str oai:arca.igc.gulbenkian.pt:10400.7/144
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
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/10400.7/144engMainem, ZF., Kepecs, A. (2009). “Neural representations of behavioral outcomes in the orbitofrontal cortex”.Current Opinion in Neurobiology. 19 (1):84-910959-4388info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-11-29T14:34:39Zoai:arca.igc.gulbenkian.pt:10400.7/144Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:11:35.623463Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
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
format article
status_str publishedVersion
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 Mainem, ZF., Kepecs, A. (2009). “Neural representations of behavioral outcomes in the orbitofrontal cortex”.Current Opinion in Neurobiology. 19 (1):84-91
0959-4388
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Current Biology
publisher.none.fl_str_mv Current Biology
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799130571454021632