基于模态注意力图卷积特征融合的EEG和fNIRS情感识别

赵卿,张雪英,陈桂军,张静

EEG and fNIRS emotion recognition based on modality attention graph convolution feature fusion

Qing ZHAO,Xue-ying ZHANG,Gui-jun CHEN,Jing ZHANG

表 2 不同模态平均情感识别结果

Tab.2 Average emotion recognition results of different modalities

模态 Acc/% Std/% EEG(DE) 88.77 6.16 EEG(PSD) 81.56 10.56 HbO 73.93 6.37 HbR 73.41 8.42 EEG(DE)+HbO+HbR 96.83 2.13 EEG(PSD)+HbO+HbR 95.71 2.14