An Adaptive EEG Feature Extraction Method Based on Stacked Denoising Autoencoder for Mental Fatigue Connectivity

Table 2

RPFA on the three conditions.

Condition	Area	Original data	PCA	SDAE
Awake	1	19.12	12.05	21.83
	2	9.97	9.30	13.27
	3	8.57	7.14	12.10
	4	9.51	6.83	12.51
Fatigue	1	8.72	8.97	11.45
	2	5.49	5.30	6.51
	3	10.75	12.17	11.86
	4	9.91	9.63	11.67
Sleep deprivation	1	8.73	6.38	8.75
	2	7.22	8.02	8.53
	3	25.84	30.80	31.64
	4	6.97	8.04	8.73
Average		10.90	10.39	13.24