Jose C. Principe – författare
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24 produkter
System Parameter Identification
Information Criteria and Algorithms
Av Jose C. Principe, Jinchun Hu m. fl.
E-bok, 2013
1190 kr
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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 systematic framework for system …
Adaptive Learning Methods for Nonlinear System Modeling
Av Danilo Comminiello, Jose C. Principe
Häftad, 2018
1565 kr
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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, which makes linear models a …
Adaptive Learning Methods for Nonlinear System Modeling
Av Jose C. Principe, Danilo Comminiello
E-bok, 2018
2255 kr
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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, which makes linear models a …
Kernel Adaptive Filtering
A Comprehensive Introduction
Av Weifeng Liu, José C. Principe m. fl.
Inbunden, 2010
1525 kr
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Online learning from a signal processing perspective There is increased interest in kernel learning algorithms in neural networks and a growing need for nonlinear adaptive algorithms in advanced signal processing, communications, and controls. Kernel Adaptive Filtering is the first book to present …
Nonlinear Dynamical Systems
Feedforward Neural Network Perspectives
Av Irwin W. Sandberg, James T. Lo m. fl.
Inbunden, 2001
2201 kr
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The first truly up-to-date look at the theory and capabilities of nonlinear dynamical systems that take the form of feedforward neural network structuresConsidered one of the most important types of structures in the study of neural networks and neural-like networks, feedforward networks …
Neural and Adaptive Systems
Fundamentals through Simulations
Av José C. Principe, Neil R. Euliano m. fl.
Häftad, 1999
1978 kr
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Like no other text in this field, authors Jose C. Principe, Neil R. Euliano, and W. Curt Lefebvre have written a unique and innovative text unifying the concepts of neural networks and adaptive filters into a common framework. The text is suitable for senior/graduate courses in neural networks and …
Brain-Computer Interfaces
An international assessment of research and development trends
Av Theodore W. Berger, John K. Chapin m. fl.
Inbunden, 2008
1130 kr
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We have come to know that our ability to survive and grow as a nation to a very large degree depends upon our scientific progress. Moreover, it is not enough simply to keep 1 abreast of the rest of the world in scientific matters. We must maintain our leadership. President Harry Truman spoke those …
Brain-Computer Interfaces
An international assessment of research and development trends
Av Patrick A. Tresco, Dawn M. Taylor m. fl.
E-bok, 2008
1502 kr
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We have come to know that our ability to survive and grow as a nation to a very large degree depends upon our scientific progress. Moreover, it is not enough simply to keep 1 abreast of the rest of the world in scientific matters. We must maintain our leadership. President Harry Truman spoke those …
Information Theoretic Learning
Renyi's Entropy and Kernel Perspectives
Inbunden, 2010
2253 kr
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This bookisan outgrowthoften yearsof researchatthe Universityof Florida Computational NeuroEngineering Laboratory (CNEL) in the general area of statistical signal processing and machine learning. One of the goals of writing the book is exactly to bridge the two ?elds that share so many common …
Information Theoretic Learning
Renyi''s Entropy and Kernel Perspectives
E-bok, 2010
2833 kr
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Information Theoretic Learning
Renyi's Entropy and Kernel Perspectives
Häftad, 2012
2188 kr
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This bookisan outgrowthoften yearsof researchatthe Universityof Florida Computational NeuroEngineering Laboratory (CNEL) in the general area of statistical signal processing and machine learning. One of the goals of writing the book is exactly to bridge the two ?elds that share so many common …
Theory of Information and its Value
Av Ruslan L. Stratonovich, Roman V. Belavkin m. fl.
Inbunden, 2020
1316 kr
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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, the value of information theory has gained …
Theory of Information and its Value
Av Ruslan L. Stratonovich, Jose C. Principe m. fl.
E-bok, 2020
1793 kr
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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, the value of information theory has gained …
Theory of Information and its Value
Av Ruslan L. Stratonovich, Roman V. Belavkin m. fl.
Häftad, 2021
1316 kr
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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, the value of information theory has gained …
Brain-Machine Interface Engineering
Av Justin C. Sanchez, José C. Príncipe
Häftad, 2007
455 kr
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Neural interfaces are one of the most exciting emerging technologies to impact bioengineering and neuroscience because they enable an alternate communication channel linking directly the nervous system with man-made devices. This book reveals the essential engineering principles and signal …
Brain-Machine Interface Engineering
Av Jose C. Principe, Justin C. Sanchez
E-bok, 2022
588 kr
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Neural interfaces are one of the most exciting emerging technologies to impact bioengineering and neuroscience because they enable an alternate communication channel linking directly the nervous system with man-made devices. This book reveals the essential engineering principles and signal …
Kalman Filtering Under Information Theoretic Criteria
Av Badong Chen, Lujuan Dang m. fl.
Inbunden, 2023
1261 kr
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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 potential. The book combines all these …
Kalman Filtering Under Information Theoretic Criteria
Av Jose C. Principe, Nanning Zheng m. fl.
E-bok, 2023
1595 kr
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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 potential. The book combines all these …
Kalman Filtering Under Information Theoretic Criteria
Av Badong Chen, Lujuan Dang m. fl.
Häftad, 2024
1261 kr
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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 potential. The book combines all these …
Independent Component Analysis and Blind Signal Separation
6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings
Av Justinian Rosca, Deniz Erdogmus m. fl.
Häftad, 2006
1098 kr
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This book constitutes the refereed proceedings of the 6th International Conference on Independent Component Analysis and Blind Source Separation, ICA 2006, held in Charleston, SC, USA, in March 2006. The 120 revised papers presented were carefully reviewed and selected from 183 submissions. The …
Independent Component Analysis and Blind Signal Separation
6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings
Av Simon Haykin, Jose C. Principe m. fl.
E-bok, 2006
1459 kr
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Advances in Self-Organizing Maps
9th International Workshop, WSOM 2012 Santiago, Chile, December 12-14, 2012 Proceedings
Av Pablo A. Estévez, José C. Príncipe m. fl.
Häftad, 2012
2188 kr
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Self-organizing maps (SOMs) were developed by Teuvo Kohonen in the early eighties. Since then more than 10,000 works have been based on SOMs. SOMs are unsupervised neural networks useful for clustering and visualization purposes. Many SOM applications have been developed in engineering and science, …
Advances in Self-Organizing Maps
9th International Workshop, WSOM 2012 Santiago, Chile, December 12-14, 2012 Proceedings
Av Pablo Zegers, Jose C. Principe m. fl.
E-bok, 2012
2925 kr
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Self-organizing maps (SOMs) were developed by Teuvo Kohonen in the early eighties. Since then more than 10,000 works have been based on SOMs. SOMs are unsupervised neural networks useful for clustering and visualization purposes. Many SOM applications have been developed in engineering and science, …
Brain-Computer Interfaces
An international assessment of research and development trends
Av Theodore W. Berger, John K. Chapin m. fl.
Häftad, 2010
1128 kr
Lägg i varukorg
We have come to know that our ability to survive and grow as a nation to a very large degree depends upon our scientific progress. Moreover, it is not enough simply to keep 1 abreast of the rest of the world in scientific matters. We must maintain our leadership. President Harry Truman spoke those …
