Title
EMG-based posture classification using a convolutional neural network for a myoelectric hand
Abstract
•Proposed the control method for myoelectric hand without relearning using CNN.•Able to classify the minor difference in hand motion comparing with a traditional method.•Applied to actual device and the immediacy was not impaired.
Year
DOI
Venue
2020
10.1016/j.bspc.2019.101574
Biomedical Signal Processing and Control
Keywords
Field
DocType
Myoelectric hand,Pattern recognition,Convolutional neural network
Pattern recognition,Convolutional neural network,Artificial intelligence,Immediacy,Classification rate,Mathematics
Journal
Volume
ISSN
Citations 
55
1746-8094
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Yusuke Yamanoi112.10
Yosuke Ogiri201.01
Ryu Kato37818.23