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sEMG-Based Hand-Gesture Classification Using a Generative Flow Model

Conventional pattern-recognition algorithms for surface electromyography (sEMG)-based hand-gesture classification have difficulties in capturing the complexity and variability of sEMG. The deep structures of deep learning enable the method to learn high-level features of data to improve both accurac...

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Bibliografiska uppgifter
I publikationen:Sensors (Basel)
Huvudupphovsmän: Sun, Wentao, Liu, Huaxin, Tang, Rongyu, Lang, Yiran, He, Jiping, Huang, Qiang
Materialtyp: Artigo
Språk:Inglês
Publicerad: MDPI 2019
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC6515175/
https://ncbi.nlm.nih.gov/pubmed/31027292
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19081952
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