Identifying the knee joint angular position under neuromuscular electrical stimulation via long short-term memory neural networks-Reference-Cited by-同舟云学术

Identifying the knee joint angular position under neuromuscular electrical stimulation via long short-term memory neural networks

Published:2020-09-04 Issue:4 Volume:36 Page:511-526
ISSN:2446-4732
Container-title:Research on Biomedical Engineering
language:en
Short-container-title:Res. Biomed. Eng.

Author:

Arcolezi Héber H.^ORCID,Nunes Willian R. B. M.,Cerna Selene,de Araujo Rafael A.,Sanches Marcelo Augusto Assunção,Teixeira Marcelo Carvalho Minhoto,de Carvalho Aparecido Augusto

Funder

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Conseil régional de Bourgogne-Franche-Comté

Publisher

Springer Science and Business Media LLC

Subject

Biomedical Engineering

Link

https://link.springer.com/content/pdf/10.1007/s42600-020-00089-1.pdf

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2. Arcolezi HH, Nunes WRBM, Araujo RA de, Cerna S, Sanches MAA, Teixeira MCM, Carvalho AA de. A robust and intelligent RISE-based control for human lower limb tracking via neuromuscular electrical stimulation. In: XIV Conferência Brasileira de Dinâmica, Controle e Aplicações. 2019. Online. http://soac.eesc.usp.br/index.php/dincon/xivdincon/paper/view/1683/1152. Accessed 11 Aug 2020.

3. Arcolezi HH, Nunes WRBM, Araujo RA de Cerna S, Sanches MAA, Teixeira MCM, de Carvalho AA. A novel robust and intelligent control based approach for human lower limb rehabilitation via neuromuscular electrical stimulation. arXiv preprint arXiv:2006.15605, 2020.

4. Benoussaad M, Hayashibe M, Fattal C, Poignet P, Guiraud D. Identification and validation of FES physiological musculoskeletal model in paraplegic subjects. In: 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE. 2009; https://doi.org/10.1109/iembs.2009.5334507.

5. Bergstra J, Bengio Y. Random search for hyper-parameter optimization. J Mach Learn Res. 2012;13:281–305.

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