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

10.1371/journal.pone.0206049

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Main Authors: Geng, W., Hu, Y., Wong, Y., Wei, W., Du, Y., Kankanhalli, M.
Other Authors: SMART SYSTEMS INSTITUTE
Format: Article
Published: Public Library of Science 2021
Online Access:https://scholarbank.nus.edu.sg/handle/10635/212380
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-2123802023-08-29T09:31:35Z A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition Geng, W. Hu, Y. Wong, Y. Wei, W. Du, Y. Kankanhalli, M. SMART SYSTEMS INSTITUTE DEAN'S OFFICE (SCHOOL OF COMPUTING) 10.1371/journal.pone.0206049 PLoS ONE 13 10 e0206049 2021-12-29T04:40:47Z 2021-12-29T04:40:47Z 2018 Article Geng, W., Hu, Y., Wong, Y., Wei, W., Du, Y., Kankanhalli, M. (2018). A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition. PLoS ONE 13 (10) : e0206049. ScholarBank@NUS Repository. https://doi.org/10.1371/journal.pone.0206049 19326203 https://scholarbank.nus.edu.sg/handle/10635/212380 Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/ Public Library of Science Scopus OA2018
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
description 10.1371/journal.pone.0206049
author2 SMART SYSTEMS INSTITUTE
author_facet SMART SYSTEMS INSTITUTE
Geng, W.
Hu, Y.
Wong, Y.
Wei, W.
Du, Y.
Kankanhalli, M.
format Article
author Geng, W.
Hu, Y.
Wong, Y.
Wei, W.
Du, Y.
Kankanhalli, M.
spellingShingle Geng, W.
Hu, Y.
Wong, Y.
Wei, W.
Du, Y.
Kankanhalli, M.
A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition
author_sort Geng, W.
title A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition
title_short A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition
title_full A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition
title_fullStr A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition
title_full_unstemmed A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition
title_sort novel attention-based hybrid cnn-rnn architecture for semg-based gesture recognition
publisher Public Library of Science
publishDate 2021
url https://scholarbank.nus.edu.sg/handle/10635/212380
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