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Chang-Sheng Wu

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#machine learning Preprint Oct 2026

Neuromotor Hierarchy Network: Physiological Inductive Biases for Robust Generalization in sEMG Decoding

Surface electromyography (sEMG) provides a wearable, noninvasive interface to neuromuscular activity for movement decoding and human-computer interaction. Population-scale decoding remains difficult because the relationship between sEMG and neuromuscular activity varies across users and sessions, while task-relevant dy...

He Wang, Hong-Yuan Qi, Zhao-Xiang Zhang et al. · 0 citations

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