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An extended reinforcement learning model of basal ganglia to understand the contributions of serotonin and dopamine in risk-based decision making, reward prediction, and punishment learning

Although empirical and neural studies show that serotonin (5HT) plays many functional roles in the brain, prior computational models mostly focus on its role in behavioral inhibition. In this study, we present a model of risk based decision making in a modified Reinforcement Learning (RL)-framework....

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Bibliografski detalji
Glavni autori: Balasubramani, Pragathi P., Chakravarthy, V. Srinivasa, Ravindran, Balaraman, Moustafa, Ahmed A.
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2014
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3997037/
https://ncbi.nlm.nih.gov/pubmed/24795614
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2014.00047
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