Table 2.
A single bi-LSTM network.
| bi-LSTM structure | |||
|---|---|---|---|
| Across-subject | Within-subject | ||
| 10-fold | Leave-one-out | ||
| Input size | 44 × 55 | 44 × 55 | |
| Training data set | 584 | 612 | 30 |
| Testing data set | 64 | 36 | 6 |
| The number of hidden layers | 16 | 8 | |
A single bi-LSTM network.
| bi-LSTM structure | |||
|---|---|---|---|
| Across-subject | Within-subject | ||
| 10-fold | Leave-one-out | ||
| Input size | 44 × 55 | 44 × 55 | |
| Training data set | 584 | 612 | 30 |
| Testing data set | 64 | 36 | 6 |
| The number of hidden layers | 16 | 8 | |