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Predictive coding of the statistical parameters of uncertain rewards by orbitofrontal neurons
Uncertain reward outcomes are characterised by statistical parameters that capture the numerical values of the underlying probability distributions of reward values, including the expected value, risk (variance) and probability. Here we show coding of an integrated expected value signal by single or...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier/North-Holland Biomedical Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6152578/ https://www.ncbi.nlm.nih.gov/pubmed/29709608 http://dx.doi.org/10.1016/j.bbr.2018.04.041 |
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author | O’Neill, Martin Schultz, Wolfram |
author_facet | O’Neill, Martin Schultz, Wolfram |
author_sort | O’Neill, Martin |
collection | PubMed |
description | Uncertain reward outcomes are characterised by statistical parameters that capture the numerical values of the underlying probability distributions of reward values, including the expected value, risk (variance) and probability. Here we show coding of an integrated expected value signal by single orbitofrontal neurons in response to visual cues predicting uncertain rewards. Separate subpopulations of orbitofrontal neurons predominantly code the prediction of one statistical parameter with few neurons showing combined coding. These signals are likely combined with subjective value signals to inform learning and decision making under conditions of uncertainty. |
format | Online Article Text |
id | pubmed-6152578 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Elsevier/North-Holland Biomedical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-61525782018-12-14 Predictive coding of the statistical parameters of uncertain rewards by orbitofrontal neurons O’Neill, Martin Schultz, Wolfram Behav Brain Res Article Uncertain reward outcomes are characterised by statistical parameters that capture the numerical values of the underlying probability distributions of reward values, including the expected value, risk (variance) and probability. Here we show coding of an integrated expected value signal by single orbitofrontal neurons in response to visual cues predicting uncertain rewards. Separate subpopulations of orbitofrontal neurons predominantly code the prediction of one statistical parameter with few neurons showing combined coding. These signals are likely combined with subjective value signals to inform learning and decision making under conditions of uncertainty. Elsevier/North-Holland Biomedical Press 2018-12-14 /pmc/articles/PMC6152578/ /pubmed/29709608 http://dx.doi.org/10.1016/j.bbr.2018.04.041 Text en Crown Copyright © 2018 Published by Elsevier B.V. All rights reserved. http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article O’Neill, Martin Schultz, Wolfram Predictive coding of the statistical parameters of uncertain rewards by orbitofrontal neurons |
title | Predictive coding of the statistical parameters of uncertain rewards by orbitofrontal neurons |
title_full | Predictive coding of the statistical parameters of uncertain rewards by orbitofrontal neurons |
title_fullStr | Predictive coding of the statistical parameters of uncertain rewards by orbitofrontal neurons |
title_full_unstemmed | Predictive coding of the statistical parameters of uncertain rewards by orbitofrontal neurons |
title_short | Predictive coding of the statistical parameters of uncertain rewards by orbitofrontal neurons |
title_sort | predictive coding of the statistical parameters of uncertain rewards by orbitofrontal neurons |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6152578/ https://www.ncbi.nlm.nih.gov/pubmed/29709608 http://dx.doi.org/10.1016/j.bbr.2018.04.041 |
work_keys_str_mv | AT oneillmartin predictivecodingofthestatisticalparametersofuncertainrewardsbyorbitofrontalneurons AT schultzwolfram predictivecodingofthestatisticalparametersofuncertainrewardsbyorbitofrontalneurons |