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Updated: Jul 8, 2026

Engineering Platform and Experimental Protocol for Design and Evaluation of a Neurally-controlled Powered Transfemoral Prosthesis
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调制器肌电控制 - 是时候改变算法焦点了吗?

Rami N Khushaba, Oluwarotimi W Samuel, Ali H Al-Timemy

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |March 5, 2025
    PubMed
    概括

    深度学习 (DL) 在电动图 (EMG) 分析中显示出运动识别的希望,但像波形长相相 (WLPHASOR) 和多信号波形长 (MSWL) 这样的轻量级方法提供了更低复杂度的竞争性准确性.

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    相关概念视频

    Motor Unit Stimulation01:20

    Motor Unit Stimulation

    When the neuron of a motor unit fires an action potential, it triggers a series of events, leading to a twitch contraction in the muscle fibers. The process of excitation-contraction coupling is crucial in relaying the action potential to the muscle fibers.
    The latent period of contraction marks the onset of excitation-contraction coupling, when the action potential propagates across the sarcolemma, preparing the muscle fibers for contraction. As the fibers enter the contraction phase, the...