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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...

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Detalles Bibliográficos
Autores principales: O’Neill, Martin, Schultz, Wolfram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier/North-Holland Biomedical Press 2018
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.
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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
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