Symbolic transfer entropy analyzed sleep electroencephalogram

DOI

10.2991/icibet.2013.283How to use a DOI?

Abstract

The quality of sleep has a great relation-ship with health. The result of sleep stage classification is an important indicator to measure the quality of sleep. It was found that the symbolic transfer entropy about the wave of the wake and the first stage of non-rapid eye movement sleep reflect on the changes of sleep stage. And it was confirmed by T test and multi-samples experiments. The symbolic transfer entropy can apply into automatic sleep stage classification. By Multi-parameter analysis it could achieve a higher accuracy of sleep stage classifi-cation.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Ruijun Chang
AU  - Liu Yang
AU  - Qiuping Chen
AU  - Jun Wang
PY  - 2013/03
DA  - 2013/03
TI  - Symbolic transfer entropy analyzed sleep electroencephalogram
BT  - Proceedings of the 2013 International Conference on Information, Business and Education Technology (ICIBET 2013)
PB  - Atlantis Press
SP  - 1303
EP  - 1307
SN  - 1951-6851
UR  - https://doi.org/10.2991/icibet.2013.283
DO  - 10.2991/icibet.2013.283
ID  - Chang2013/03
ER  -