DE-CNN: An Improved Identity Recognition Algorithm Based on the Emotional Electroencephalography

Table 8

Rank-1 of cross-emotion verification on identity recognition.

	CNN + LSTM		DE + CNN
Rank	0–75hz	15–32hz	0–75hz	15–32hz
Neu-pos	083	0.95	0.915	0.83
Neg-pos	0.83	0.91	0.883	0.81
Pos-neu	0.89	0.84	0.91	0.914
Neg-neu	0.92	0.95	0.952	0.948
Pos-neg	0.86	0.78	0.897	0.845
Neu-neg	0.906	0.93	0.969	0.973