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Liu, Q., Zhao, X. g, Hou, Z. g, Liu, H. g.  2015.  Multi-scale wavelet kernel extreme learning machine for EEG feature classification. 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER). :1546–1551.

In this paper, the principle of the kernel extreme learning machine (ELM) is analyzed. Based on that, we introduce a kind of multi-scale wavelet kernel extreme learning machine classifier and apply it to electroencephalographic (EEG) signal feature classification. Experiments show that our classifier achieves excellent performance.