Real-time Continuous Hand Motion Myoelectric Decoding by Automated Data Labeling
Xuhui Hu,Hong Zeng,Dapeng Chen,Jiahang Zhu,Aiguo Song,Xuhui Hu,Hong Zeng,Dapeng Chen,Jiahang Zhu,Aiguo Song
In this paper an automated data labeling (ADL) neural network is proposed to streamline dataset collecting for real-time predicting the continuous motion of hand and wrist, these gestures are only decoded from a surface electromyography (sEMG) array of eight channels. Unlike collecting both the bio-signals and hand motion signals as samples and labels in supervised learning, this algorithm only co...
