Sequence signal reconstruction based multi-task deep learning for sleep staging on single-channel EEG

Author:

Zhao Caihong,Li Jinbao,Guo Yahong

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing,Biomedical Engineering

Reference41 articles.

1. Automatic sleep stage classification: A light and efficient deep neural network model based on time, frequency and fractional fourier transform domain features;You;Artif. Intell. Med.,2022

2. A review of approaches for sleep quality analysis;Mendonça;IEEE Access,2019

3. An attention-based deep learning approach for sleep stage classification with single-channel eeg;Eldele;IEEE Trans. Neural Syst. Rehabil. Eng.,2021

4. Automatic sleep stage classification using marginal hilbert spectrum features and a convolutional neural network;Wang,2020

5. U-time: A fully convolutional network for time series segmentation applied to sleep staging;Perslev,2019

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