Action selection performance of a reconfigurable Basal Ganglia inspired model with Hebbian-Bayesian Go-NoGo connectivity

Action selection performance of a reconfigurable Basal Ganglia inspired model with Hebbian-Bayesian Go-NoGo connectivity

Several studies have shown a strong involvement of the basal ganglia (BG) in action selection and dopamine dependent learning. The dopaminergic signal to striatum, the input stage of the BG, has been commonly described as coding a reward prediction error (RPE), i.e. the difference between the predic...

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Bibliographic Details
Main Authors: Pierre eBerthet, Jeanette eHellgren Kotaleski, Anders eLansner
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-10-01
Series:Frontiers in Behavioral Neuroscience
Subjects:
Basal Ganglia
Dopamine
reinforcement learning
BCPNN
behaviour selection
direct-indirect pathway
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnbeh.2012.00065/full

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