Classification of sleep states in mice using generic compression algorithms

Sleep is associated with a variety of chronic diseases as well as most psychiatric, addiction and mood disorders. To analyze sleep patterns in rodents, researchers analyze polysomnogram data containing electroencephalographs (EEG) and electromyographs (EMG). However, the analysis is performed manual...

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Bibliographic Details

Published in:	2016 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) pp. 1 - 2
Main Authors:	Mayer, Owen, Lim, Diane C., Pack, Allan I., Stamm, Matthew C.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.12.2016
Subjects:	Compression algorithms Dictionaries Electroencephalography Electromyography Mice Sleep Support vector machines
Online Access:	Get full text
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