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Neural Circuits Trained with Standard Reinforcement Learning Can Accumulate Probabilistic Information during Decision Making

Much experimental evidence suggests that during decision making, neural circuits accumulate evidence supporting alternative options. A computational model well describing this accumulation for choices between two options assumes that the brain integrates the log ratios of the likelihoods of the sens...

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Detalles Bibliográficos
Publicado en:Neural Comput
Main Authors: Kurzawa, Nils, Summerfield, Christopher, Bogacz, Rafal
Formato: Artigo
Idioma:Inglês
Publicado: 2016
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5462093/
https://ncbi.nlm.nih.gov/pubmed/27870610
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/NECO_a_00917
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