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Sep 2026

WP-M2 Net: Wavelet-Perception Macro-Micro Dynamic 1D-CNN for Efficient Sequential Motion Recognition from Sparse sEMG.

Natural and efficient neuromuscular interfaces serve as a vital bridge connecting next-generation neural engineering with wearable human-machine interaction. While sparse surface electromyography (sEMG) is favored for its portability, its limited spatiotemporal resolution poses significant challenges to recognizing hig...

Jun Cheng, Bo Chen, Zhe-Ming Wang et al. · 0 citations

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