From: The concepts of muscle activity generation driven by upper limb kinematics
 |  | General | Fine-tuned | Subject-specific |
---|---|---|---|---|
RNN | Zs | 53.42 | 71.6 | 68.15 |
MSE | 0.01286 | 0.00784 | 0.00879 | |
r2 | 0.64099 | 0.71044 | 0.7245 | |
R2 | – 0.05092 | 0.35933 | 0.28147 | |
RNNseq | Zs | 49.22 | 71.27 | 67.39 |
MSE | 0.01401 | 0.00793 | 0.009 | |
FNN | Zs | 50.39 | 67.33 | 64.76 |
MSE | 0.01369 | 0.00902 | 0.00973 | |
FNNseq | Zs | 37.51 | 70.99 | 69.47 |
MSE | 0.01786 | 0.00829 | 0.00873 | |
CNN | Zs | 47.87 | 71.63 | 68.22 |
MSE | 0.01439 | 0.00783 | 0.00877 |