基于电极排列和Transformer的脑电情感识别

孟璇,张雪英,孙颖,周雅茹

EEG emotion recognition based on electrode arrangement and Transformer

Xuan MENG,Xueying ZHANG,Ying SUN,Yaru ZHOU

表 2 CNN网络架构

Tab.2 CNN network architecture

类型 输出形状 kern step Convolution 32×2×32 3 1 Convolution 32×32×64 3 1 Max-pooling 16×16×64 2×2 2 Convolution 16×16×128 3 1 Convolution 16×16×256 3 1 Max-pooling 8×8×256 2×2 2 Dense 256 — — Softmax 2 — —