Non-Uniform Sample Assignment in Training Set Improving Recognition of Hand Gestures Dominated with Similar Muscle Activities

So far, little is known how the sample assignment of surface electromyogram (sEMG) features in training set influences the recognition efficiency of hand gesture, and the aim of this study is to explore the impact of different sample arrangements in training set on the classification of hand gesture...

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Detalhes bibliográficos
Publicado no:Front Neurorobot
Main Authors: Zhang, Yao, Liao, Yanjian, Wu, Xiaoying, Chen, Lin, Xiong, Qiliang, Gao, Zhixian, Zheng, Xiaolin, Li, Guanglin, Hou, Wensheng
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2018
Assuntos:
Neuroscience
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5816264/
https://ncbi.nlm.nih.gov/pubmed/29483866
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnbot.2018.00003
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