iBMI decoding on Motor reach tasks
0.87Average Time (s)DSNN_Banditron
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DSNN_Banditron2025.11 | 0.87 | 1.02 | 113 | 2,590 | 2,590 | 32 | 32 | 24.54 | |
| DSNN_AGREL2025.11 | 0.87 | 1.01 | 113 | 2,590 | 2,590 | 317.04 | 335.84 | 24.54 | |
| baseline DSNN2025.11 | 0.87 | 1.38 | 113 | 2,590 | 2,590 | 0 | 0 | 24.54 | |
| Actor-Critic RL2025.11 | 0.94 | 1.19 | 96 | 624.8 | 624.8 | 154,598 | 77,299 | 229.8 | |
| EGRU2025.11 | 1.03 | 1.05 | 288 | 0 | 322 | 1,252 | 626 | 1.3 | |
| Continuous learning SNN2025.11 | 1.12 | 1.22 | 107 | 2,534 | 2,534 | 5,020 | 2,510 | 24.06 | |
| Banditron2025.11 | 1.21 | 1.63 | 147.2 | 0 | 147.2 | 36.8 | 36.8 | 1.4375 |