Recognition of Emotions Using Multichannel EEG Data and DBN-GC-Based Ensemble Deep Learning Framework

Table 2

Hyperparameters of DBNs and DBN-GCs.

	F6		F7		F8
	DBN6	DBN-GC6	DBN7	DBN-GC7	DBN8	DBN-GC8
	128	128	216	216	320	320
h1	100	100	200	200	300	300
h2	80	80	135	135	280	280
h3	45	45	90	90	125	125
o1	2	2	2	2	2	2

Note: represents the input layer, o₁ represents the output layer, and h_i represents the i-th hidden layer.