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High-Density Surface EMG-Based Gesture Recognition Using a 3D Convolutional Neural Network

High-density surface electromyography (HD-sEMG) and deep learning technology are becoming increasingly used in gesture recognition. Based on electrode grid data, information can be extracted in the form of images that are generated with instant values of multi-channel sEMG signals. In previous studi...

詳細記述

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書誌詳細
出版年:Sensors (Basel)
主要な著者: Chen, Jiangcheng, Bi, Sheng, Zhang, George, Cao, Guangzhong
フォーマット: Artigo
言語:Inglês
出版事項: MDPI 2020
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC7070985/
https://ncbi.nlm.nih.gov/pubmed/32098264
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20041201
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