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Feasibility study on the application of a spiking neural network in myoelectric control systems

In recent years, the effectiveness of a spiking neural network (SNN) for Electromyography (EMG) pattern recognition has been validated, but there is a lack of comprehensive consideration of the problems of heavy training burden, poor robustness, and high energy consumption in the application of actu...

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Detalles Bibliográficos
Autores principales: Sun, Antong, Chen, Xiang, Xu, Mengjuan, Zhang, Xu, Chen, Xun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10291076/
https://www.ncbi.nlm.nih.gov/pubmed/37378016
http://dx.doi.org/10.3389/fnins.2023.1174760