Title | ||
---|---|---|
EMG-based posture classification using a convolutional neural network for a myoelectric hand |
Abstract | ||
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•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 Yamanoi | 1 | 1 | 2.10 |
Yosuke Ogiri | 2 | 0 | 1.01 |
Ryu Kato | 3 | 78 | 18.23 |