基于多脑区注意力机制胶囊融合网络的EEG-fNIRS情感识别
刘悦,张雪英,陈桂军,黄丽霞,孙颖

EEG-fNIRS emotion recognition based on multi-brain attention mechanism capsule fusion network
Yue LIU,Xueying ZHANG,Guijun CHEN,Lixia HUANG,Ying SUN
表 4 不同模型的F1分数
Tab.4 F1 score for different model
模型F1
Macro-F1SadHappyCalmFear
CapsNet0.920.930.920.910.92
cCapsNet0.950.960.940.950.96
MBA-cCapsNet0.960.970.960.960.97
MBA-CF-cCapsNet0.970.970.970.960.98