A Transformer-Based Multi-Task Learning Framework for Myoelectric Pattern Recognition Supporting Muscle Force Estimation

Simultaneous implementation of myoelectric pattern recognition and muscle force estimation is highly demanded in building natural gestural interfaces but a challenging task due to the gesture classification accuracy degradation under varying muscle strengths. To address this problem, a novel method...

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Main Authors: Xinhui Li (Author), Xu Zhang (Author), Liwei Zhang (Author), Xiang Chen (Author), Ping Zhou (Author)
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出版: IEEE, 2023-01-01T00:00:00Z.
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索引号: A1234.567
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