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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Vydáno v:Front Neurorobot
Hlavní autoři: Zhang, Yao, Liao, Yanjian, Wu, Xiaoying, Chen, Lin, Xiong, Qiliang, Gao, Zhixian, Zheng, Xiaolin, Li, Guanglin, Hou, Wensheng
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2018
Témata:
Neuroscience
On-line přístup: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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