MCR-ALS-based muscle synergy extraction method combined with LSTM neural network for motion intention detection

INTRODUCTION: The time-varying and individual variability of surface electromyographic signals (sEMG) can lead to poorer motor intention detection results from different subjects and longer temporal intervals between training and testing datasets. The consistency of using muscle synergy between the...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhao, Dazheng, Ma, Yehao, Meng, Jingyan, Hu, Yang, Hong, Mengqi, Zhang, Jiaji, Zuo, Guokun, Lv, Xiao, Liu, Yunfeng, Shi, Changcheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10272774/
https://www.ncbi.nlm.nih.gov/pubmed/37334170
http://dx.doi.org/10.3389/fnbot.2023.1174710

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10272774/
https://www.ncbi.nlm.nih.gov/pubmed/37334170
http://dx.doi.org/10.3389/fnbot.2023.1174710

Ejemplares similares