High-Density Surface EMG-Based Gesture Recognition Using a 3D Convolutional Neural Network.

Chen, Jiangcheng; Bi, Sheng; Zhang, George; Cao, Guangzhong

Chen, Jiangcheng; Bi, Sheng; Zhang, George; Cao, Guangzhong.

Afiliação

Chen J; Shenzhen Academy of Robotics, Shenzhen 518057, China.
Bi S; Shenzhen Academy of Robotics, Shenzhen 518057, China.
Zhang G; School of Computer Science and Engineering, South China University of Technology, Guangzhou 510006, China.
Cao G; Shenzhen Academy of Robotics, Shenzhen 518057, China.

Sensors (Basel) ; 20(4)2020 Feb 21.

Article em En | MEDLINE | ID: mdl-32098264

Assuntos

Eletromiografia/métodos; Redes Neurais de Computação; Aprendizado Profundo; Gestos; Humanos

Palavras-chave

convolutional neural network (CNN); deep learning; finger gesture recognition; high-density surface EMG (HD-sEMG)

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Redes Neurais de Computação / Eletromiografia Limite: Humans Idioma: En Ano de publicação: 2020 Tipo de documento: Article

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