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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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Podrobná bibliografie
Hlavní autoři: Stewart, Terrence C., Bekolay, Trevor, Eliasmith, Chris
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Research Foundation 2012
Témata:
On-line přístup: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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