基于注意力机制和深度学习的群体语言想象脑电信号分类
周逸凡,张灵维,周正东,蔡智,袁梦瑶,袁晓曦,杨泽毅

Classification of group speech imagined EEG signals based on attention mechanism and deep learning
Yifan ZHOU,Lingwei ZHANG,Zhengdong ZHOU,Zhi CAI,Mengyao YUAN,Xiaoxi YUAN,Zeyi YANG
表 1 不同注意力机制不同插入位置下的分类准确率比较
Tab.1 Comparison of accuracy of different attention mechanisms in different positions
位置注意力机制
STNECANetCBAM不使用
STEM后20.7%22.4%39.6%48.1%
Avg Pooling前49.3%49.5%52.2%