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

Biomedical Signal Processing and Control, (2020): 101576

Cited by: 8|Views40
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Abstract

•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 databases.•The proposed algorithm has solid th...More

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Author
Gi-Ren Liu
Gi-Ren Liu
John Malik
John Malik
Yuan-Chung Sheu
Yuan-Chung Sheu
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