Physics-Informed Deep Learning for Muscle Force Prediction With Unlabeled sEMG Signals

Computational biomechanical analysis plays a pivotal role in understanding and improving human movements and physical functions. Although physics-based modeling methods can interpret the dynamic interaction between the neural drive to muscle dynamics and joint kinematics, they suffer from high compu...

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Main Authors: Shuhao Ma (Author), Jie Zhang (Author), Chaoyang Shi (Author), Pei Di (Author), Ian D. Robertson (Author), Zhi-Qiang Zhang (Author)
Format: Book
Published: IEEE, 2024-01-01T00:00:00Z.
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