Affective EEG-Based Person Identification Using Channel Attention Convolutional Neural Dense Connection Network

Table 3

The average correct recognition accuracy of 8 brain functional areas and all electrode groups in EEG-net, CNN, CNNLSTM and CADCNN net experiments.

Cortical regions	CADCNN	EEG net	CNN	CNNLSTM
Right frontal lobe	0.8649	0.8569	0.9198	0.8612
Parietal lobe	0.9624	0.8442	0.9299	0.8718
Left temporal lobe	0.9217	0.7756	0.9249	0.8535
Right cerebral lobe	0.9228	0.7716	0.9211	0.8620
Left cerebral lobe	0.9222	0.7925	0.9226	0.8544
Right cerebral lobe	0.8971	0.7756	0.9247	0.8503
Left frontal area	0.9179	0.6750	0.9205	0.8705
Right temporal lobe	0.9151	0.7037	0.9163	0.8666
All electrodes	0.9107	0.8873	0.9162	0.9236