A Simple-Units Complex-Structure Neural Network model of the Basal Ganglia to simulate reinforcement learning tasks

• Published in: Procedia computer science Vol. 192; pp. 281 - 290
• Main Authors: Drapała, Jarosław, Frydecka, Dorota, Świątek, Jerzy
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 2021
• Subjects: Basal Ganglia model; Go an NoGo learning; instructed probabilistic selection task; learning form rewards; punishments; Go an NoGo learning; learning form rewards; instructed probabilistic selection task; Basal Ganglia model; punishments

In the computation psychiatry field, the reinforcement learning tasks aim at measuring a subject’s sensitivity to rewards and punishments. We aim at providing a mechanistic account of behavioral data of participants undergoing reinforcement learning tasks in Wroclaw Medical University by quantitativ...