Exploring Cepstral Coefficient Based Sleep Stage Scoring Method for Single-Channel EEG Signal Using Machine Learning Technique

Author:

Rajalakshmi S.,Venkatesan R.

Publisher

Springer International Publishing

Reference22 articles.

1. Rechtschaffen, A., Kales, A.: Manual of standardized terminology, techniques and scoring systems for sleep stages of human subjects. U.G.P. Office, Washington DC Public Health Service (2012)

2. Iber, A.L.C.C., Ancoli-Israel, S., Quan, S.F.: The AASM manual for the scoring of sleep and associated events: rules, terminology and technical specification. American Academy of Sleep Medicine, Westchester, USA (2015)

3. Lajnef, T., et al.: Learning machines and sleeping brains: automatic sleep stage classification using decision-tree multi-class support vector machines. J. Neurosci. Methods. 250, 94–105 (2015)

4. Hsu, L., Yang, T., Wang, J., Hsu, C.: Automatic sleep stage recurrent neu-ral classifier using energy features of EEG signals. Neurocomputing 104, 105–114 (2013)

5. Ronzhina, M., Janousek, O., Kolarova, J., et al.: Sleep scoring using artificial neural networks. Sleep Med. Rev. 16, 251–263 (2012)

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