International journal of neural systemsEpilepsyHumansReinforcementPsychologyDeep Brain Stimulation
Closed-Loop Control of Epilepsy Based on Reinforcement Learning.
Ruimin Dan, Honghui Zhang, Jianchao Bai
Published: 202610.1142/S0129065725500741
Abstract
This study proposes a novel adaptive DBS control strategy for epilepsy treatment based on deep reinforcement learning. By establishing a random disturbance model of the cortical-thalamus loop, the neural modulation problem is successfully transformed…
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