Table 1.
Joint Angles | ||||
---|---|---|---|---|
ANN | Layers | Learning Rate | Dropout | Activation |
MLP | 6000–4000 | 0.0003 | 0.5 | relu |
LSTM | 32–32 | 0.0003 | 0.7 | tanh |
CNN | 3000–6000 | 0.00003 | 0.4 | relu |
Joint Moments | ||||
ANN | Layers | Learning Rate | Dropout | Activation |
MLP | 3000–1000 | 0.0003 | 0.5 | relu |
LSTM | 128–1024 | 0.0003 | 0.4 | tanh |
CNN | 2000–4000 | 0.0001 | 0.4 | relu |