Surface EMG-Based Instantaneous Hand Gesture Recognition Using Convolutional Neural Network with the Transfer Learning Method.

Yu, Zhipeng; Zhao, Jianghai; Wang, Yucheng; He, Linglong; Wang, Shaonan

Yu, Zhipeng; Zhao, Jianghai; Wang, Yucheng; He, Linglong; Wang, Shaonan.

Afiliación

Yu Z; Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China.
Zhao J; University of Science and Technology of China, Hefei 230026, China.
Wang Y; Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China.
He L; Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China.
Wang S; University of Science and Technology of China, Hefei 230026, China.

Sensors (Basel) ; 21(7)2021 Apr 05.

Article en En | MEDLINE | ID: mdl-33916379

Asunto(s)

Gestos; Calidad de Vida; Algoritmos; Electromiografía; Mano; Humanos; Aprendizaje Automático; Redes Neurales de la Computación

Palabras clave

convolutional neural network; instantaneous gesture recognition; surface electromyography; transfer learning

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Calidad de Vida / Gestos Tipo de estudio: Prognostic_studies Aspecto: Patient_preference Límite: Humans Idioma: En Revista: Sensors (Basel) Año: 2021 Tipo del documento: Article País de afiliación: China Pais de publicación: Suiza

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