Shoulder muscle activation pattern recognition based on sEMG and machine learning algorithms

•This paper first reports using convolutional neural network (CNN) in shoulder muscle EMG signal processing, potentially to be used in upper arm exoskeleton motion control, clinical shoulder disorder diagnosis, clinical diagnosis of sport injury, evaluation of surgical treatment outcomes, time point...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	Computer methods and programs in biomedicine Ročník 197; s. 105721
Hlavní autori:	Jiang, Yongyu, Chen, Christine, Zhang, Xiaodong, Chen, Chaoyang, Zhou, Yang, Ni, Guoxin, Muh, Stephanie, Lemos, Stephen
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Ireland Elsevier B.V 01.12.2020
Predmet:	Algorithms Convolutional neural network (CNN) Electromyography Electromyography (EMG) Hand Humans Machine Learning Motion Movement Pattern recognition Shoulder Motion Convolutional neural network (CNN) Pattern recognition Electromyography (EMG) Shoulder Machine learning
ISSN:	0169-2607, 1872-7565, 1872-7565
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Buďte prvý, kto okomentuje tento záznam!