Estimating the Information Potential with the Fast Gauss Transform

In this paper, we propose a fast and accurate approximation to the information potential of Information Theoretic Learning (ITL) using the Fast Gauss Transform (FGT). We exemplify here the case of the Minimum Error Entropy criterion to train adaptive systems. The FGT reduces the complexity of the es...

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Bibliographische Detailangaben

Hauptverfasser:	Han, Seungju, Rao, Sudhir, Principe, Jose
Format:	Buchkapitel
Sprache:	eng
Schlagworte:	Adaptive Filter Adaptive System Applied sciences Exact sciences and technology Independent Component Analysis Information Potential Information, signal and communications theory Signal processing Subdivision Scheme Telecommunications and information theory
Online-Zugang:	Volltext
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