Scientific reports
A multi-scale dual-stream fusion network for high-accuracy sEMG-based gesture classification.
Dongyi He, Wei Liu, He Yan, Yun Zhao, Bin Jiang
Published: 202610.1038/s41598-025-34909-0
Abstract
Recently, deep-learning-based approaches have been widely applied in sEMG-based gesture recognition. While some existing methods have explored the integration of time-domain and frequency-domain features, many still face challenges in comprehensively…
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