Diffuse to fuse EEG spectra – Intrinsic geometry of sleep dynamics for classification

•Combine scattering transform and diffusion map to analyze a single channel EEG signal.•Apply multiview diffusion map to fuse two EEG channels.•Novel sleep dynamics features based on 1 and 2 for automatic sleep annotation.•Provide state-of-the-art automatic annotation results on the benchmark databa...

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Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 55; p. 101576
Main Authors:	Liu, Gi-Ren, Lo, Yu-Lun, Malik, John, Sheu, Yuan-Chung, Wu, Hau-Tieng
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2020
Subjects:	Alternating diffusion map Electroencephalogram Multiview diffusion Scattering transform Sensor fusion Sleep stage Sensor fusion Sleep stage Electroencephalogram Scattering transform Multiview diffusion Alternating diffusion map
ISSN:	1746-8094, 1746-8108
Online Access:	Get full text
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