IncepA-EEGNet: 融合Inception网络和注意力机制的P300信号检测方法

许萌,王丹,李致远,陈远方

IncepA-EEGNet: P300 signal detection method based on fusion of Inception network and attention mechanism

Meng XU,Dan WANG,Zhi-yuan LI,Yuan-fang CHEN

表 3 注意力机制使用不同降维系数的分类结果

Tab.3 Classification results of different descending coefficients used by attention mechanism

受试者 r Acc R P F1 A 1 0.7458 0.6473 0.3557 0.4592 A 3 0.7553 0.6457 0.3670 0.4679 A 9 0.7425 0.6486 0.3520 0.4610 A 12 0.7314 0.6683 0.3430 0.4533 B 1 0.7869 0.7227 0.4193 0.5307 B 3 0.7914 0.7250 0.4261 0.5367 B 9 0.7954 0.6880 0.4291 0.5285 B 12 0.7829 0.7133 0.4125 0.5227