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Classification of electroencephalogram signals using wavelet-CSP and projection extreme learning machine

Yixuan Dai1, Xinman Zhang1, Zhiqi Chen1

  • 1MOE Key Lab for Intelligent Networks and Network Security, School of Electronics and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, China.

The Review of Scientific Instruments
|August 3, 2018
PubMed
Summary

This study presents an efficient brain-computer interface (BCI) method using wavelet-CSP and PELM for motor imagery recognition. The proposed system achieves high accuracy with significantly reduced processing times compared to other methods.

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