基于时空注意力机制的轻量级脑纹识别算法

方芳,严军,郭红想,王勇

Lightweight brainprint recognition algorithm based on spatio-temporal attention mechanism

Fang FANG,Jun YAN,Hongxiang GUO,Yong WANG

表 2 Physionet-MI不同参数下的测试结果

Tab.2 Physionet-MI performance under different setting

slot/s N (ACC±std)/% slot/s N (ACC±std)/% 4 3 89.07±1.40 1 3 64.57±2.25 4 4 93.54±1.28 1 4 71.99±1.77 4 8 98.34±0.41 1 8 91.67±1.31 4 15 99.30±0.25 1 15 98.52±0.61 4 16 99.75±0.22 1 16 98.63±0.53 4 19 99.81±0.21 1 19 98.86±0.32 4 32 99.90±0.20 1 32 99.48±0.24 4 64 99.97±0.02 1 64 99.97±0.09