Multi-scale dictionary learning for ocular artifact reduction from single-channel electroencephalograms

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Suguru Kanoga, Atsunori Kanemura, Hideki Asoh

Published: 01 Jan 2019, Last Modified: 07 Mar 2025Neurocomputing 2019EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Ocular artifact-contaminated single-channel EEGs were artificially generated.•Four artifact reduction methods were fairly compared.•Our method improved artifact reduction performance for single-channel EEGs.