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Sleep Stage Identification based on Single-Channel EEG Signals using 1-D Convolutional Autoencoders.
Micheal Dutt
Surender Redhu
Morten Goodwin
Christian W. Omlin
Published in:
HealthCom (2022)
Keyphrases
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single channel
eeg signals
brain activity
sleep stage
multi channel
signal processing
brain computer interface
independent component analysis
denoising
deep belief networks
sleep apnea
extracted features
frequency domain
eeg data
restricted boltzmann machine
epileptic seizures
feature extraction