Neural representation of behavioral outcomes in the orbitofrontal cortex
| Autor(a) principal: | |
|---|---|
| Data de Publicação: | 2009 |
| Outros Autores: | |
| 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. |
| id |
RCAP_7c4b23b2aa5e3a935befbda8fac5f715 |
|---|---|
| oai_identifier_str |
oai:arca.igc.gulbenkian.pt:10400.7/144 |
| network_acronym_str |
RCAP |
| network_name_str |
Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
| repository_id_str |
https://opendoar.ac.uk/repository/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/10400.7/144eng0959-4388info: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 |
| 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 |
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:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia instacron:RCAAP |
| instname_str |
FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia |
| instacron_str |
RCAAP |
| institution |
RCAAP |
| 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 |
| _version_ |
1833597971116064768 |