Neuro-Musculoskeletal Modeling for Online Estimation of Continuous Wrist Movements from Motor Unit Activities

Decoding movement intentions from motor unit (MU) activities remains an ongoing challenge, which restricts our comprehension of the intricate transition mechanism from microscopic neural drive to macroscopic movements. This study presents an innovative neuro-musculoskeletal (NMS) model driven by MU...

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Veröffentlicht in:	IEEE transactions on neural systems and rehabilitation engineering 2024-01, Vol.32, p.3804-3814
Hauptverfasser:	Liu, Yunfei, Zhang, Xu, Zhao, Haowen, Chen, Xiang, Yao, Bo
Format:	Artikel
Sprache:	eng
Schlagworte:	Biological system modeling Computational modeling Data models Electrodes Electromyography Estimation HD-sEMG de-composition joint angle estimation motor unit Motors Muscles Neuro-musculoskeletal model Trajectory Wrist
Online-Zugang:	Volltext
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