An extended variational autoencoder for cross-subject electromyograph gesture recognition

•The study proposes a novel cross-subject gesture recognition approach.•An extended VAE is designed to disentangle input data into three representations.•A competitive voting strategy is to further bolster accuracy and stability in recognition.•The performance of the proposed method is evaluated on...

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Vydáno v:	Biomedical signal processing and control Ročník 99; s. 106828
Hlavní autoři:	Zhang, Zhen, Ming, Yuewei, Shen, Quming, Wang, Yanyu, Zhang, Yuhui
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.01.2025
Témata:	Competitive voting Cross-subject Feature disentanglement Gesture recognition Surface electromyographic Variational autoencoder Variational autoencoder Competitive voting Surface electromyographic Cross-subject Feature disentanglement Gesture recognition
ISSN:	1746-8094
On-line přístup:	Získat plný text
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