ordinal patterns, entropy, and eeg

ordinal patterns, entropy, and eeg

;Karsten Keller;Anton M. Unakafov;Valentina A. Unakafova
European journal of medicinal chemistry 2014 Vol. 16 pp. 6212-6239
194
keller2014entropyordinal

Abstract

In this paper we illustrate the potential of ordinal-patterns-based methods for analysis of real-world data and, especially, of electroencephalogram (EEG) data. We apply already known (empirical permutation entropy, ordinal pattern distributions) and new (empirical conditional entropy of ordinal patterns, robust to noise empirical permutation entropy) methods for measuring complexity, segmentation and classification of time series.

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ID: 163026
Ref Key: keller2014entropyordinal
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163026
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10.3390/e16126212
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