Improved multiscale permutation entropy for biomedical signal analysis: Interpretation and application to electroencephalogram recordings

•Permutation entropy (PE) is a broadly used algorithm to measure the complexity of signals.•Multiscale PE (MPE) is based on assessing the PE for a number of coarse-grained sequences representing temporal scales.•To increase the stability and reliability of MPE, improved MPE (IMPE) is proposed.•Sever...

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Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 23; pp. 28 - 41
Main Authors:	Azami, Hamed, Escudero, Javier
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2016
Subjects:	Biomedical signal analysis Complexity Electroencephalogram Multiscale permutation entropy Non-linear analysis Signal regularity Biomedical signal analysis Multiscale permutation entropy Electroencephalogram Signal regularity Non-linear analysis Complexity
ISSN:	1746-8094
Online Access:	Get full text
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