卷积神经网络结合子域适应的低采样率肌电手势识别

周雕,熊馨,周建华,宗静,张琪

Convolutional neural network combined with subdomain adaptation for low sampling rate EMG-based gesture recognition

Diao ZHOU,Xin XIONG,Jianhua ZHOU,Jing ZONG,Qi ZHANG

表 1 NinaPro中DB1和DB5子数据库的信息

Tab.1 DB1 and DB5 sub-database details in NinaPro

数据库 $ {N}_{\mathrm{g}} $ $ {N}_{\mathrm{s}} $ $ {N}_{\mathrm{e}} $ $ {f}_{\mathrm{s}} $/Hz $ {N}_{\mathrm{t}} $ DB1 53 27 10 100 10 DB5 53 10 16 200 6