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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...

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Bibliografski detalji
Izdano u:Sensors (Basel)
Glavni autori: Chen, Jiangcheng, Bi, Sheng, Zhang, George, Cao, Guangzhong
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2020
Teme:
Online pristup: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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