Basal Ganglia Cognitive Behavioral Model Based on Operant Conditioning Reflex

ABSTRACT

Aiming at autonomous biological learning problems, applying the winner-takes-all (WTA) learning mechanism, using the principle of cortical-striatal synaptic modification principle in basal ganglia, based on the operant conditioning reflex theory, a basal ganglia behavior cognitive model is established. The proposed cognitive model is suitable for the cognitive learning of limited actions. The applications of the bionic learning model for Skinner's pigeons experiment were simulated. The experimental results show that through the cognitive behavioral model to simulate the gradual process of adaptive learning for Skinner pigeons, the animals showed a gradual process of adaptive learning. This research provides a reference for bionic cognitive model of agent.

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