Automatic sleep staging method of EEG signal based on transfer learning and fusion network
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications
Reference40 articles.
1. Transfer learning convolutional neural network for sleep stage classification using two-stage data fusion framework;Abdollahpour;IEEE Access,2020
2. Nonlinear dynamics measures for automated eeg-based sleep stage detection;Acharya;Eur. Neurol.,2015
3. Multichannel sleep stage classification and transfer learning using convolutional neural networks;Andreotti,2018
4. Automatic classification of sleep stages based on the time-frequency image of eeg signals;Bajaj;Comput. Methods Programs Biomed.,2013
5. Automatic analysis of the electroencephalogram: a review and classification of systems;Burch;Electroencephalogr. Clin. Neurophysiol.,1959
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