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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2016
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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. |
format | Online Article Text |
id | pubmed-4767554 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
record_format | MEDLINE/PubMed |
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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