IEEE - Institute of Electrical and Electronics Engineers, Inc. - Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning

Author(s): Ulysse Cote-Allard ; Cheikh Latyr Fall ; Alexandre Drouin ; Alexandre Campeau-Lecours ; Clement Gosselin ; Kyrre Glette ; Francois Laviolette ; Benoit Gosselin
Sponsor(s): IEEE Engineering In Medicine and Biology Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2019
Volume: 27
Page(s): 760 - 771
ISSN (Electronic): 1558-0210
ISSN (Paper): 1534-4320
DOI: 10.1109/TNSRE.2019.2896269
Regular:

In recent years, deep learning algorithms have become increasingly more prominent for their unparalleled ability to automatically learn discriminant features from large amounts of data. However,... View More

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