Randomized Quaternion Minimal Gated Unit for sleep stage classification

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Bezawit Habtamu Nuriye, Hyeon Seo, Beom-Seok Oh

Published: 01 Jan 2024, Last Modified: 09 Nov 2025Expert Syst. Appl. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Novel sleep staging classification algorithm using multi-channel time-series data.•Novel approach for capturing dependencies across channels with low computing power.•Experimental evaluations show efficiency and effectiveness of the proposed method.