This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In fair condition, suitable as a study copy. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,900grams, ISBN:9780471405405.

Bestandsnummer des Verk�ufers 8247803

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Bibliografische Details

Titel

Independent Component Analysis: 26 (Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control)

Verlag

John Wiley and Sons

Ver�ffentlichungsdatum

2001

Sprache

Englisch

ISBN-10

047140540X

ISBN-13

9780471405405

Bindung

Hardcover

Zustand

Fair

Verk�uferkataloge

Mathematics

�ber diesen Titel

Inhaltsangabe

A comprehensive introduction to ICA for students and practitioners
Independent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. This is the first book to provide a comprehensive introduction to this new technique complete with the fundamental mathematical background needed to understand and utilize it. It offers a general overview of the basics of ICA, important solutions and algorithms, and in-depth coverage of new applications in image processing, telecommunications, audio signal processing, and more.
Independent Component Analysis is divided into four sections that cover:
* General mathematical concepts utilized in the book
* The basic ICA model and its solution
* Various extensions of the basic ICA model
* Real-world applications for ICA models
Authors Hyvarinen, Karhunen, and Oja are well known for their contributions to the development of ICA and here cover all the relevant theory, new algorithms, and applications in various fields. Researchers, students, and practitioners from a variety of disciplines will find this accessible volume both helpful and informative.

�ber die Autorin bzw. den Autor

AAPO HYV�RINEN, PhD, is Senior Fellow of the Academy of Finland and works at the Neural Networks Research Center of Helsinki University of Technology in Finland.
JUHA KARHUNEN and ERKKI OJA are professors at the Neural Networks Research Center of Helsinki University of Technology in Finland.

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