Learning with reinforcement prediction errors in a model of the Drosophila mushroom body

Dopamine neurons in the mushroom body help Drosophila learn to approach rewards and avoid punishments. Here, the authors propose a model in which dopaminergic learning signals encode reinforcement prediction errors by utilising feedback reinforcement predictions from mushroom body output neurons.

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Detalles Bibliográficos
Autores principales:	James E. M. Bennett, Andrew Philippides, Thomas Nowotny
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/6d7eb6015a0e4d44a0b649ab276dd08a
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spelling	oai:doaj.org-article:6d7eb6015a0e4d44a0b649ab276dd08a2021-12-02T16:49:12ZLearning with reinforcement prediction errors in a model of the Drosophila mushroom body10.1038/s41467-021-22592-42041-1723https://doaj.org/article/6d7eb6015a0e4d44a0b649ab276dd08a2021-05-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-22592-4https://doaj.org/toc/2041-1723Dopamine neurons in the mushroom body help Drosophila learn to approach rewards and avoid punishments. Here, the authors propose a model in which dopaminergic learning signals encode reinforcement prediction errors by utilising feedback reinforcement predictions from mushroom body output neurons.James E. M. BennettAndrew PhilippidesThomas NowotnyNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-14 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q James E. M. Bennett Andrew Philippides Thomas Nowotny Learning with reinforcement prediction errors in a model of the Drosophila mushroom body
description	Dopamine neurons in the mushroom body help Drosophila learn to approach rewards and avoid punishments. Here, the authors propose a model in which dopaminergic learning signals encode reinforcement prediction errors by utilising feedback reinforcement predictions from mushroom body output neurons.
format	article
author	James E. M. Bennett Andrew Philippides Thomas Nowotny
author_facet	James E. M. Bennett Andrew Philippides Thomas Nowotny
author_sort	James E. M. Bennett
title	Learning with reinforcement prediction errors in a model of the Drosophila mushroom body
title_short	Learning with reinforcement prediction errors in a model of the Drosophila mushroom body
title_full	Learning with reinforcement prediction errors in a model of the Drosophila mushroom body
title_fullStr	Learning with reinforcement prediction errors in a model of the Drosophila mushroom body
title_full_unstemmed	Learning with reinforcement prediction errors in a model of the Drosophila mushroom body
title_sort	learning with reinforcement prediction errors in a model of the drosophila mushroom body
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/6d7eb6015a0e4d44a0b649ab276dd08a
work_keys_str_mv	AT jamesembennett learningwithreinforcementpredictionerrorsinamodelofthedrosophilamushroombody AT andrewphilippides learningwithreinforcementpredictionerrorsinamodelofthedrosophilamushroombody AT thomasnowotny learningwithreinforcementpredictionerrorsinamodelofthedrosophilamushroombody
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Learning with reinforcement prediction errors in a model of the Drosophila mushroom body

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