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A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition

The surface electromyography (sEMG)-based gesture recognition with deep learning approach plays an increasingly important role in human-computer interaction. Existing deep learning architectures are mainly based on Convolutional Neural Network (CNN) architecture which captures spatial information of...

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Vydáno v:PLoS One
Hlavní autoři: Hu, Yu, Wong, Yongkang, Wei, Wentao, Du, Yu, Kankanhalli, Mohan, Geng, Weidong
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6207326/
https://ncbi.nlm.nih.gov/pubmed/30376567
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0206049
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