Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces

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Yu Zhang, Yu Wang, Guoxu Zhou, Jing Jin, Bei Wang, Xingyu Wang, Andrzej Cichocki

Published: 2018, Last Modified: 03 Feb 2025Expert Syst. Appl. 2018EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Multi-kernel extreme learning machine based method is proposed for EEG classification.•Supplementary information from different kernels are integrated for better accuracy.•Extensive experimental comparison confirms superiority of the proposed method.