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用自动编码器最大限度地重建和生理解释肌肉协同作用之间的权衡

Cristina Brambilla1, Nicol Moscatelli1, Valentina Lanzani1

  • 1Institute of Intelligent Industrial Technologies and Systems for Advanced Manufacturing (STIIMA), Italian National Research Council (CNR), Milan, Italy.

Frontiers in human neuroscience
|November 17, 2025
PubMed
概括

自动编码器 (AEs) 可以从电肌图 (EMG) 数据中提取肌肉协同作用. ReLU+tanh激活功能组合产生了最有生理意义的协同作用,而不仅仅是准确的重建.

关键词:
准确度 准确度 准确度 准确度 准确度自动编码器自动编码器电动肌谱学 电动肌谱学分成因子的分解.这是一个矩阵矩阵.肌肉 肌肉 肌肉 肌肉 肌肉没有负的非负.有关协同效应的协同效应.

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