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Research on EEG recognition algorithm based on SVM classifier 期刊论文

编号：

a9fa9061-ad87-4355-8f8f-fbebf20c6734
作者：

Chao, Zhang[0](潘肃)^[1]Xilu, Zhao[1](潘肃)^[2]Su, Pan[2](潘肃)^[3]Yudan, Yang[3](杨宇丹)^[4]
地址：

[1]Chang Chun University,Changchun,China
[2]Saitama Institute of Technology, Department of Mechanical Engineering,Osato District,Japan
[3]Jilin University, Department of Orthopaedics,Changchun,China
[4]Jilin University, China-Japan Union Hospital,Changchun,China
语种：

英文
期刊：

International Journal of Signal Processing, Image Processing and Pattern Recognition ISSN：2005-4254 2016 年 9 卷 12 期 (199 - 206)
收录：
关键词：

Brain computer interface (BCI) Electroencephalogram (EEG) Multi-modal
摘要：

As more and more insight into the human brain, EEG is not only for application, processing and analysis of EEG in science and engineering field, it will also be very important in the physical, psychological and pathological studies in humans. The EEG brain - machine interface technologies to achieve the human brain and the computer or other human interface devices to communicate and control, it can provide a special kind of information exchange and live entertainment, is also disabled and a new way of control. In this paper, the collection of information preprocessing electroencephalogram (EEG) signals is proposed wavelet packet transform feature extraction method, using SVM classifier, classification based on the operation mode to achieve recognition of the EEG signal. For different individuals turn, the next turn, show fist, fist four kinds of hand motion recognition experiments show that the average recognition rate of over 80%, significantly better than the other methods to identify results. ? 2016 SERSC.
推荐引用方式
GB/T 7714：

Chao Zhang/57196105643[0],Xilu Zhao/55249814700[1],Su Pan/57196105640[2], et al. Research on EEG recognition algorithm based on SVM classifier [J].International Journal of Signal Processing, Image Processing and Pattern Recognition,2016,9(12):199-206.
APA：

Chao Zhang/57196105643[0],Xilu Zhao/55249814700[1],Su Pan/57196105640[2],Yudan Yang/57196105474[3].(2016).Research on EEG recognition algorithm based on SVM classifier .International Journal of Signal Processing, Image Processing and Pattern Recognition,9(12):199-206.
MLA：

Chao Zhang/57196105643[0], et al. "Research on EEG recognition algorithm based on SVM classifier" .International Journal of Signal Processing, Image Processing and Pattern Recognition 9,12(2016):199-206.
入库时间：

1/1/2016 12:00:00 AM
更新时间：

1/1/2016 12:00:00 AM

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