A hierarchical dynamic Bayesian learning network for EMG-based early prediction of voluntary movement intention

• Main Authors: Chen, Yongming, Zhang, Haihong, Wang, Chuanchu, Ang, Kai Keng, Ng, Soon Huat, Jin, Huiwen, Lin, Zhiping
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Bayes Theorem; Electromyography
• Online Access: https://hdl.handle.net/10356/169382
• Institution: Nanyang Technological University

Decoding human action intention prior to motion onset with surface electromyograms (sEMG) is an emerging neuroengineering topic with interesting clinical applications such as intelligent control of powered prosthesis/exoskeleton devices. Despite extensive prior works in the related fields, it remain...