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Correntropy as a Novel Measure for Nonlinearity Tests

Correntropy as a novel measure for nonlinearity tests
descriptionPublicationkeyboard_double_arrow_right Article , Conference object 01 Jan 2006 United States Publisher:IEEEJournal:The 2006 IEEE International Joint Conference on Neural Network Proceedings
Authors: Aysegul Gunduz; Anant Hegde; José C. Príncipe;

doi: 10.1109/ijcnn.2006.246906 , 10.1109/ijcnn.2006.1716336 , 10.1016/j.sigpro.2008.07.005

Correntropy as a Novel Measure for Nonlinearity Tests

Abstract

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United States
Related Organizations
Keywords

Signal theory (characterization, reconstruction, filtering, etc.), kernel methods, surrogate methods, Nonlinearity tests, Surrogate methods, Correntropy, Kernel methods, nonlinearity tests, correntropy

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 107
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Top 1%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Top 1%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
107
Top 1%
Top 1%
Average
Green