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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...

詳細記述

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書誌詳細
出版年:Sensors (Basel)
主要な著者: Yu, Zhipeng, Zhao, Jianghai, Wang, Yucheng, He, Linglong, Wang, Shaonan
フォーマット: Artigo
言語:Inglês
出版事項: MDPI 2021
主題:
オンライン・アクセス: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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