Transformer-based hand gesture recognition from instantaneous to fused neural decomposition of high-density EMG signals

Designing efficient and labor-saving prosthetic hands requires powerful hand gesture recognition algorithms that can achieve high accuracy with limited complexity and latency. In this context, the paper proposes a Compact Transformer-based Hand Gesture Recognition framework referred to as [Formula:...

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Detalles Bibliográficos
Autores principales: Montazerin, Mansooreh, Rahimian, Elahe, Naderkhani, Farnoosh, Atashzar, S. Farokh, Yanushkevich, Svetlana, Mohammadi, Arash
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329032/
https://www.ncbi.nlm.nih.gov/pubmed/37419881
http://dx.doi.org/10.1038/s41598-023-36490-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329032/
https://www.ncbi.nlm.nih.gov/pubmed/37419881
http://dx.doi.org/10.1038/s41598-023-36490-w

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