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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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Detaylı Bibliyografya
Yayımlandı:Sensors (Basel)
Asıl Yazarlar: Yu, Zhipeng, Zhao, Jianghai, Wang, Yucheng, He, Linglong, Wang, Shaonan
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: MDPI 2021
Konular:
Online Erişim: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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