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Learning to Select Actions with Spiking Neurons in the Basal Ganglia

We expand our existing spiking neuron model of decision making in the cortex and basal ganglia to include local learning on the synaptic connections between the cortex and striatum, modulated by a dopaminergic reward signal. We then compare this model to animal data in the bandit task, which is used...

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Detalhes bibliográficos
Main Authors: Stewart, Terrence C., Bekolay, Trevor, Eliasmith, Chris
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Research Foundation 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3269066/
https://ncbi.nlm.nih.gov/pubmed/22319465
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2012.00002
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