Method for EEG signal recognition based on multi-domain feature fusion and optimization of multi-kernel extreme learning machine

Abstract In response to the current issues of one-sided effective feature extraction and low classification accuracy in multi-class motor imagery recognition, this study proposes an Electroencephalogram (EEG) signal recognition method based on multi-domain feature fusion and optimized multi-kernel e...

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Bibliographic Details
Main Authors: Shan Guan, Tingrui Dong, Long-kun Cong
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-87569-5
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