A Deep CNN Framework for Neural Drive Estimation From HD-EMG Across Contraction Intensities and Joint Angles

Objective: Previous studies have demonstrated promising results in estimating the neural drive to muscles, the net output of all motoneurons that innervate the muscle, using high-density electromyography (HD-EMG) for the purpose of interfacing with assistive technologies. Despite the high estimation...

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Main Authors: Yue Wen (Author), Sangjoon J. Kim (Author), Simon Avrillon (Author), Jackson T. Levine (Author), Francois Hug (Author), Jose L. Pons (Author)
Format: Book
Published: IEEE, 2022-01-01T00:00:00Z.
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