Automatic wavelet-based assessment of behavioral sleep using multichannel electrocorticography in rats.

Anastasiya RunnovaMaksim ZhuravlevAnton R KiselevRodion UkolovKirill SmirnovAnatoly KaravaevEvgenia Sitnikova

Published in: Sleep & breathing = Schlaf & Atmung (2021)

These findings suggest that automatic wavelet-based assessment of behavioral sleep can be used for assessment of sleep quality. Current analysis indicates a temporal relationship between microarousals, sleep, and epileptic discharges in genetically prone subjects.

Keyphrases

sleep quality
physical activity
depressive symptoms
deep learning
machine learning
convolutional neural network
neural network