Electroencephalogram and surface electromyogram fusion-based precise detection of lower limb voluntary movement using convolution neural network-long short-term memory model

The electroencephalogram (EEG) and surface electromyogram (sEMG) fusion has been widely used in the detection of human movement intention for human–robot interaction, but the internal relationship of EEG and sEMG signals is not clear, so their fusion still has some shortcomings. A precise fusion met...

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Detalles Bibliográficos
Autores principales: Zhang, Xiaodong, Li, Hanzhe, Dong, Runlin, Lu, Zhufeng, Li, Cunxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9538146/
https://www.ncbi.nlm.nih.gov/pubmed/36213740
http://dx.doi.org/10.3389/fnins.2022.954387

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9538146/
https://www.ncbi.nlm.nih.gov/pubmed/36213740
http://dx.doi.org/10.3389/fnins.2022.954387

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