Feasibility Study of Advanced Neural Networks Applied to sEMG-Based Force Estimation

To find out the feasibility of different neural networks in sEMG-based force estimation, in this paper, three types of networks, namely convolutional neural network (CNN), long short-term memory (LSTM) network and their combination (C-LSTM) were applied to predict muscle force generated in static is...

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Detalles Bibliográficos
Autores principales: Xu, Lingfeng, Chen, Xiang, Cao, Shuai, Zhang, Xu, Chen, Xun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210714/
https://www.ncbi.nlm.nih.gov/pubmed/30257489
http://dx.doi.org/10.3390/s18103226

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210714/
https://www.ncbi.nlm.nih.gov/pubmed/30257489
http://dx.doi.org/10.3390/s18103226

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