From: The concepts of muscle activity generation driven by upper limb kinematics
 |  | General | Fine-tuned | Subject-specific |
---|---|---|---|---|
RNN | Zs | 35.52 | 88.21 | 85.16 |
MSE | 0.00747 | 0.00137 | 0.00172 | |
r2 | 0.3338 | 0.86077 | 0.83648 | |
R2 | 0.21422 | 0.85634 | 0.81915 | |
RNNseq | Zs | 41.23 | 83.36 | 77.12 |
MSE | 0.00681 | 0.00193 | 0.00265 | |
FNN | Zs | 36.68 | 83.83 | 85.74 |
MSE | 0.00733 | 0.00187 | 0.00165 | |
FNNseq | Zs | 40.71 | 87.95 | 85.67 |
MSE | 0.00714 | 0.00145 | 0.00173 | |
CNN | Zs | 42.61 | 80.18 | 86.56 |
MSE | 0.00665 | 0.0023 | 0.00153 |