Table 4 Two-dimensional-CNN-LSTM performance in different time windows (%)
From: EEG emotion recognition based on differential entropy feature matrix through 2D-CNN-LSTM network
N | Valence | Arousal |
|---|---|---|
0.2 | 87.23 ± 1.52 | 85.11 ± 2.7 |
0.8 | 85.43 ± 2.36 | 86.32 ± 4.3 |
1.0 | 88.11 ± 1.2 | 87.97 ± 2.3 |
0.5 | 91.9 ± 0.43 | 92.3 ± 0.6 |