Neural representation of behavioral outcomes in the orbitofrontal cortex
Autor(a) principal: | |
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Data de Publicação: | 2009 |
Outros Autores: | |
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. |
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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 |
|
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1799130571454021632 |