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Dopamine neurons share common response function for reward prediction error

Dopamine neurons are thought to signal reward prediction error, or the difference between actual and predicted reward. How dopamine neurons jointly encode this information, however, remains unclear. One possibility is that different neurons specialize in different aspects of prediction error; anothe...

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Detalles Bibliográficos
Autores principales: Eshel, Neir, Tian, Ju, Bukwich, Michael, Uchida, Naoshige
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4767554/
https://www.ncbi.nlm.nih.gov/pubmed/26854803
http://dx.doi.org/10.1038/nn.4239
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author Eshel, Neir
Tian, Ju
Bukwich, Michael
Uchida, Naoshige
author_facet Eshel, Neir
Tian, Ju
Bukwich, Michael
Uchida, Naoshige
author_sort Eshel, Neir
collection PubMed
description Dopamine neurons are thought to signal reward prediction error, or the difference between actual and predicted reward. How dopamine neurons jointly encode this information, however, remains unclear. One possibility is that different neurons specialize in different aspects of prediction error; another is that each neuron calculates prediction error in the same way. We recorded from optogenetically-identified dopamine neurons in the lateral ventral tegmental area (VTA) while mice performed classical conditioning tasks. Our tasks allowed us to determine the full prediction error functions of dopamine neurons and compare them to each other. We found striking homogeneity among individual dopamine neurons: their responses to both unexpected and expected rewards followed the same function, just scaled up or down. As a result, we could describe both individual and population responses using just two parameters. Such uniformity ensures robust information coding, allowing each dopamine neuron to contribute fully to the prediction error signal.
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spelling pubmed-47675542016-08-08 Dopamine neurons share common response function for reward prediction error Eshel, Neir Tian, Ju Bukwich, Michael Uchida, Naoshige Nat Neurosci Article Dopamine neurons are thought to signal reward prediction error, or the difference between actual and predicted reward. How dopamine neurons jointly encode this information, however, remains unclear. One possibility is that different neurons specialize in different aspects of prediction error; another is that each neuron calculates prediction error in the same way. We recorded from optogenetically-identified dopamine neurons in the lateral ventral tegmental area (VTA) while mice performed classical conditioning tasks. Our tasks allowed us to determine the full prediction error functions of dopamine neurons and compare them to each other. We found striking homogeneity among individual dopamine neurons: their responses to both unexpected and expected rewards followed the same function, just scaled up or down. As a result, we could describe both individual and population responses using just two parameters. Such uniformity ensures robust information coding, allowing each dopamine neuron to contribute fully to the prediction error signal. 2016-02-08 2016-03 /pmc/articles/PMC4767554/ /pubmed/26854803 http://dx.doi.org/10.1038/nn.4239 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Eshel, Neir
Tian, Ju
Bukwich, Michael
Uchida, Naoshige
Dopamine neurons share common response function for reward prediction error
title Dopamine neurons share common response function for reward prediction error
title_full Dopamine neurons share common response function for reward prediction error
title_fullStr Dopamine neurons share common response function for reward prediction error
title_full_unstemmed Dopamine neurons share common response function for reward prediction error
title_short Dopamine neurons share common response function for reward prediction error
title_sort dopamine neurons share common response function for reward prediction error
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4767554/
https://www.ncbi.nlm.nih.gov/pubmed/26854803
http://dx.doi.org/10.1038/nn.4239
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AT uchidanaoshige dopamineneuronssharecommonresponsefunctionforrewardpredictionerror