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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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Publicado en:Sensors (Basel)
Main Authors: Yu, Zhipeng, Zhao, Jianghai, Wang, Yucheng, He, Linglong, Wang, Shaonan
Formato: Artigo
Idioma:Inglês
Publicado: MDPI 2021
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8038633/
https://ncbi.nlm.nih.gov/pubmed/33916379
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21072540
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