A Parallel Network for Continuous Motion Estimation of Finger Joint Angles with Surface Electromyographic Signals

The implementation of surface electromyographic (sEMG) signals in the interaction between human beings and machines is an important line of research. In the system of human–machine interaction, continuous-motion-estimation-based control plays an important role because it is more natural and intuitiv...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Chuang Lin, Shengshuo Zhou
Format:	Article
Language:	English
Published:	MDPI AG 2025-10-01
Subjects:	parallel combination network CNN BiLSTM multi-head attention mechanism multi-feature sEMG
Online Access:	https://www.mdpi.com/2076-3417/15/20/11078