DBS Parameter Optimization on Basal Ganglia-Thalamus (BGT) model
896,000P_beta V_Gi Power Spectral Density (uV^2 Hz^-1)PD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PDCondition=Parkinson's Disease baseline (no stimulation)2026.01 | 896,000 | — | |
| o-DBSSetup=Open-loop DBS, Frequency=130 Hz, Amplitude=2500 uA/cm^22026.01 | 361,000 | 492 | |
| HealthyCondition=Normal brain baseline2026.01 | 348,000 | — | |
| TD3 Deep-RLSetup=Twin-Delayed Deep Deterministic Policy Gradient, Average Frequency=135 Hz, Average Amplitude=1690 uA/cm^22026.01 | 336,000 | 341 | |
| T3P MABSetup=Multi-Armed Bandit, Frequency=155 Hz, Amplitude=1000 uA/cm^22026.01 | 189,951 | 216 |