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Instance Transfer Subject-Dependent Strategy for Motor Imagery Signal Classification Using Deep Convolutional Neural Networks

In the process of brain-computer interface (BCI), variations across sessions/subjects result in differences in the properties of potential of the brain. This issue may lead to variations in feature distribution of electroencephalogram (EEG) across subjects, which greatly reduces the generalization a...

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Podrobná bibliografie
Vydáno v:Comput Math Methods Med
Hlavní autoři: Zhang, Kai, Xu, Guanghua, Chen, Longtin, Tian, Peiyuan, Han, ChengCheng, Zhang, Sicong, Duan, Nan
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7474754/
https://ncbi.nlm.nih.gov/pubmed/32908576
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2020/1683013
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