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

In recent years, surface electromyography (sEMG)-based human–computer interaction has been developed to improve the quality of life for people. Gesture recognition based on the instantaneous values of sEMG has the advantages of accurate prediction and low latency. However, the low generalization abi...

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Detalles Bibliográficos
Autores principales: Yu, Zhipeng, Zhao, Jianghai, Wang, Yucheng, He, Linglong, Wang, Shaonan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8038633/
https://www.ncbi.nlm.nih.gov/pubmed/33916379
http://dx.doi.org/10.3390/s21072540

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8038633/
https://www.ncbi.nlm.nih.gov/pubmed/33916379
http://dx.doi.org/10.3390/s21072540

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