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Kernel adaptive filtering : a comprehensive introduction /
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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, N.J. :
John Wiley,
©2010.
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| Colección: | Adaptive and learning systems for signal processing, communications, and control.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Príncipe, J. C. |q (José C.) |1 https://id.oclc.org/worldcat/entity/E39PBJxxhcTKhQqkVhqCpBGrbd | |
| 245 | 1 | 0 | |a Kernel adaptive filtering : |b a comprehensive introduction / |c Weifeng Liu, Josâe C. Prâincipe, and Simon Haykin. |
| 260 | |a Hoboken, N.J. : |b John Wiley, |c ©2010. | ||
| 300 | |a 1 online resource (xxi, 209 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Adaptive and learning systems for signal processing, communication, and control | |
| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a KERNEL ADAPTIVE FILTERING; CONTENTS; PREFACE; ACKNOWLEDGMENTS; NOTATION; ABBREVIATIONS AND SYMBOLS; 1 BACKGROUND AND PREVIEW; 2 KERNEL LEAST-MEAN-SQUARE ALGORITHM; 3 KERNEL AFFINE PROJECTION ALGORITHMS; 4 KERNEL RECURSIVE LEAST-SQUARES ALGORITHM; 5 EXTENDED KERNEL RECURSIVE LEAST-SQUARES ALGORITHM; 6 DESIGNING SPARSE KERNEL ADAPTIVE FILTERS; EPILOGUE; APPENDIX; A MATHEMATICAL BACKGROUND; B APPROXIMATE LINEAR DEPENDENCY AND SYSTEM STABILITY; REFERENCES; INDEX. | |
| 520 | |a 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 a comprehensive, unifying introduction to online learning algorithms in reproducing kernel Hilbert spaces. Based on research being conducted in the Computational Neuro-Engineering Laboratory at the University of Florida and in the Cognitive Systems Laboratory at McMaster University, Ontario, Canada. | ||
| 546 | |a English. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Adaptive filters. | |
| 650 | 0 | |a Kernel functions. | |
| 650 | 6 | |a Filtres adaptatifs. | |
| 650 | 6 | |a Noyaux (Mathématiques) | |
| 650 | 7 | |a COMPUTERS |x Information Theory. |2 bisacsh | |
| 650 | 7 | |a TECHNOLOGY & ENGINEERING |x Signals & Signal Processing. |2 bisacsh | |
| 650 | 7 | |a Adaptive filters |2 fast | |
| 650 | 7 | |a Kernel functions |2 fast | |
| 700 | 1 | |a Liu, Weifeng. | |
| 700 | 1 | |a Haykin, Simon S., |d 1931- |1 https://id.oclc.org/worldcat/entity/E39PBJgH9XhBVDFr9TGW8vYtrq | |
| 758 | |i has work: |a Kernel adaptive filtering (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGwrwDc3KGMHXtfj4TFQxC |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Príncipe, J.C. (José C.). |t Kernel adaptive filtering. |d Hoboken, N.J. : John Wiley, ©2010 |z 9780470447536 |z 0470447532 |w (DLC) 2009042654 |w (OCoLC)368051917 |
| 830 | 0 | |a Adaptive and learning systems for signal processing, communications, and control. | |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=487624 |z Texto completo |
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