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 2 卷积神经网络的参数

Tab.2 Parameters of convolutional neural network

层级 $ F $ $ {K}_{\mathrm{s}} $ $ S $ $ P $ $ {A}_{\mathrm{f}} $ Conv1 64 $ 8\times 8 $ 1 1 ReLU Conv2 128 $ 5\times 5 $ 1 same ReLU Conv3 256 $ 3\times 3 $ 1 same ReLU Conv4 512 $ 3\times 3 $ 1 same ReLU FC — — — — —