Improved Deep Feature Learning by Synchronization Measurements for Multi-Channel EEG Emotion Recognition

Figure 10

Emotion recognition accuracy with different filter sizes in two dimensions. Given  = 5, 7, 9, and 11, the changes in the recognition accuracy from varying the size of filters in the first layer () at an interval of 2. (a) Recognition accuracy in arousal dimension with different filter sizes. (b) Recognition accuracy in the valence dimension with different filter sizes.

(a)

(b)