The Improved ELM Algorithms Optimized by Bionic WOA for EEG Classification of Brain Computer Interface

The breakthrough of electroencephalogram (EEG) signal classification of brain computer interface (BCI) will set off another technological revolution of human computer interaction technology. Because the collected EEG is a type of nonstationary signal with strong randomness, effective feature extract...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Zhaoyang Lian, Lijuan Duan, Yuanhua Qiao, Juncheng Chen, Jun Miao, Mingai Li
Format:	Article
Language:	English
Published:	IEEE 2021-01-01
Subjects:	Brain computer interface WOA-ELM improved bionic whale optimization algorithms optimization of extreme learning machine EEG signals classification
Online Access:	https://ieeexplore.ieee.org/document/9417171/