Tian Wan

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...