论文研究 arXiv cs.LG Tue, 28 Jul 2026 正文 thin 4 words

Multimodal Surface EMG Hand Gesture Recognition Using Query-Based Transformers for Prosthetic Control

英文标题:Multimodal Surface EMG Hand Gesture Recognition Using Query-Based Transformers for Prosthetic Control

arXiv:2607.22779v1 Announce Type: new Abstract: Hand gesture recognition via surface electromyography (sEMG) is fundamental to prosthetic control. In this field, deep learning approaches have become the gold standard. However, current architectures struggle to scale; model performance typically dec
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arXiv:2607.22779v1 Announce Type: new Abstract: Hand gesture recognition via surface electromyography (sEMG) is fundamental to prosthetic control. In this field, deep learning approaches have become the gold standard. However, current architectures struggle to scale; model performance typically dec

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