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H. Washizaki

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#machine learning Preprint Sep 2026

MyoFlow: Anchor-Tied Rectified Flow for HD-sEMG Gesture Recognition Across Sessions and Subjects

High-density surface electromyography (HD-sEMG) gesture recognition supports prosthetic control, assistive robotics, and rehabilitation, but electrode re-donning and physiological variability cause distribution shifts that degrade accuracy across sessions and subjects. Generative HD-sEMG models primarily synthesize sig...

Chen-Hao Wu, Ding-Jie Peng, Zhi-He Zhang et al. · 0 citations

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