IEEE - Institute of Electrical and Electronics Engineers, Inc. - Surface EMG Pattern Recognition Using Long Short-Term Memory Combined with Multilayer Perceptron

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Author(s): Yunan He ; Osamu Fukuda ; Nan Bu ; Hiroshi Okumura ; Nobuhiko Yamaguchi
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2018
Conference Location: Honolulu, HI, USA
Conference Date: 18 July 2018
Page(s): 5,636 - 5,639
ISBN (Electronic): 978-1-5386-3646-6
ISBN (USB): 978-1-5386-3645-9
ISSN (Electronic): 1558-4615
DOI: 10.1109/EMBC.2018.8513595
Regular:

Motion classification based on pattern recognition of surface EMG (sEMG) signals is a promising approach for prosthetic control. We present a pattern recognition model that combines long... View More

Advertisement