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Self-Recalibrating Surface EMG Pattern Recognition for Neuroprosthesis Control Based on Convolutional Neural Network

Hand movement classification based on surface electromyography (sEMG) pattern recognition is a promising approach for upper limb neuroprosthetic control. However, maintaining day-to-day performance is challenged by the non-stationary nature of sEMG in real-life operation. In this study, we propose a...

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Detalles Bibliográficos
Publicado en:Front Neurosci
Autores principales: Zhai, Xiaolong, Jelfs, Beth, Chan, Rosa H. M., Tin, Chung
Formato: Artigo
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2017
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5504564/
https://ncbi.nlm.nih.gov/pubmed/28744189
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2017.00379
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