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Questioning Domain Adaptation in Myoelectric Hand Prostheses Control: An Inter- and Intra-Subject Study

One major challenge limiting the use of dexterous robotic hand prostheses controlled via electromyography and pattern recognition relates to the important efforts required to train complex models from scratch. To overcome this problem, several studies in recent years proposed to use transfer learnin...

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Detalles Bibliográficos
Autores principales: Marano, Giulio, Brambilla, Cristina, Mira, Robert Mihai, Scano, Alessandro, Müller, Henning, Atzori, Manfredo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8623839/
https://www.ncbi.nlm.nih.gov/pubmed/34833573
http://dx.doi.org/10.3390/s21227500