Closed-Loop Deep Brain Stimulation With Reinforcement Learning and Neural Simulation

Deep Brain Stimulation (DBS) is effective for movement disorders, particularly Parkinson’s disease (PD). However, a closed-loop DBS system using reinforcement learning (RL) for automatic parameter tuning, offering enhanced energy efficiency and the effect of thalamus restoration, is yet t...

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Bibliographic Details

Published in:	IEEE Transactions on Neural Systems and Rehabilitation Engineering
Main Authors:	Chia-Hung Cho, Pin-Jui Huang, Meng-Chao Chen, Chii-Wann Lin
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Basal ganglia-thalamic (BGT) network closed-loop deep brain stimulation (cl-DBS) Parkinson’s disease (PD) reinforcement learning (RL)
Online Access:	https://ieeexplore.ieee.org/document/10684783/