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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Bibliographic Details
Main Authors: Giulio Marano, Cristina Brambilla, Robert Mihai Mira, Alessandro Scano, Henning Müller, Manfredo Atzori
Format: article
Language:EN
Published: MDPI AG 2021
Subjects:
EMG
Online Access:https://doaj.org/article/391934e93c1140679dfb0f541308f874
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