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Deep Cross-User Models Reduce the Training Burden in Myoelectric Control

The effort, focus, and time to collect data and train EMG pattern recognition systems is one of the largest barriers to their widespread adoption in commercial applications. In addition to multiple repetitions of motions, including exemplars of confounding factors during the training protocol has be...

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Bibliografiske detaljer
Udgivet i:Front Neurosci
Main Authors: Campbell, Evan, Phinyomark, Angkoon, Scheme, Erik
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8181426/
https://ncbi.nlm.nih.gov/pubmed/34108858
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2021.657958
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