Measuring Instantaneous and Spectral Information Entropies by Shannon Entropy of Choi-Williams Distribution in the Context of Electroencephalography

The theory of Shannon entropy was applied to the Choi-Williams time-frequency distribution (CWD) of time series in order to extract entropy information in both time and frequency domains. In this way, four novel indexes were defined: (1) partial instantaneous entropy, calculated as the entropy of th...

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Bibliographic Details
Main Authors: Umberto Melia, Francesc Claria, Montserrat Vallverdu, Pere Caminal
Format: Article
Language:English
Published: MDPI AG 2014-05-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/16/5/2530