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Lw-CNN-Based Myoelectric Signal Recognition and Real-Time Control of Robotic Arm for Upper-Limb Rehabilitation

Deep-learning models can realize the feature extraction and advanced abstraction of raw myoelectric signals without necessitating manual selection. Raw surface myoelectric signals are processed with a deep model in this study to investigate the feasibility of recognizing upper-limb motion intents an...

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Dades bibliogràfiques
Publicat a:Comput Intell Neurosci
Autors principals: Guo, Benzhen, Ma, Yanli, Yang, Jingjing, Wang, Zhihui, Zhang, Xiao
Format: Artigo
Idioma:Inglês
Publicat: Hindawi 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7785339/
https://ncbi.nlm.nih.gov/pubmed/33456452
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2020/8846021
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