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Biographie et livres de Jose C. Principe

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Jose C. Principe is a Distinguished Professor of Electrical and Computer Engineering and Biomedical Engineering at the University of Florida where he teaches advanced signal processing, machine learning and artificial neural networks (ANNs) modeling. He is BellSouth Professor and the Founding Director of the University of Florida Computational NeuroEngineering Laboratory (CNEL). His primary research interests are in advanced signal processing with information theoretic criteria (entropy and
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Téléchargez le livre :  Kalman Filtering Under Information Theoretic Criteria
Kalman Filtering Under Information Theoretic Criteria

Badong Chen , Lujuan Dang , Jose C. Principe , Nanning Zheng


Springer

2023-08-18

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This book provides several efficient Kalman filters (linear or nonlinear) under information theoretic criteria. They achieve excellent performance in complicated non-Gaussian noises with low computation complexity and have great practical application...

123,04

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Télécharger le livre :  Theory of Information and its Value
This English version of Ruslan L. Stratonovich’s Theory of Information (1975) builds on theory and provides methods, techniques, and concepts toward utilizing critical applications. Unifying theories of information, optimization, and statistical physics,...

Editeur : Springer
Parution : 2020-01-14
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145,19

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Télécharger le livre :  Adaptive Learning Methods for Nonlinear System Modeling
Adaptive Learning Methods for Nonlinear System Modeling presents some of the recent advances on adaptive algorithms and machine learning methods designed for nonlinear system modeling and identification. Real-life problems always entail a certain degree of nonlinearity,...

Editeur : Butterworth-Heinemann
Parution : 2018-06-11
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169,40

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Télécharger le livre :  System Parameter Identification
Recently, criterion functions based on information theoretic measures (entropy, mutual information, information divergence) have attracted attention and become an emerging area of study in signal processing and system identification domain. This book presents a...

Editeur : Elsevier Science
Parution : 2013-07-17
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110,05

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Télécharger le livre :  Information Theoretic Learning
241,99

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