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Title: Unsupervised Adaptive Filtering, Volume 1: Blind Source Separation by Simon S. Haykin, Simon Haykin ISBN: 0-471-29412-8 Publisher: Wiley-Interscience Pub. Date: 31 March, 2000 Format: Hardcover Volumes: 1 List Price(USD): $99.95 |
Average Customer Rating: 5 (2 reviews)
Rating: 5
Summary: A Great book for this field..
Comment: Succinct and clear explanations, broad coverages and the most recent examples like functional MRI.
Rating: 5
Summary: Advances in Unsupervised Adaptive Filtering
Comment: This book is essential for anyone who wishes to stay informed about new developments in the very important field of signal processing. In the introduction, Simon Haykin (of Canada's McMaster University) explains the classification of supervised and unsupervised forms of adaptive filtering and the three fundamental approaches to unsupervised adaptive filtering. He also explains that blind deconvolution (the subject of volume 2) involves inverse problems with both similarities and differences vis-a-vis blind source separation. In an important way, volume one is an indispensable introduction to the second volume.
The contributors to volume one are an impressive collection from both academic research and the private sector. Haykin has assembled an international team from institutions and private laboratories in France, Japan and the United States. Their contributions are both theoretical and practical. The chapters include references to important literature in signal processing, communications and control, to facilitate further research.
The first seven chapters are information-theoretic approaches. The final two chapters present important practical issues in solving problems with delayed or convolved mixtures of independent source signals. Chapter Nine (by R. Lambert and C. Nikias) is especially useful, as it presents a powerful and novel tool for separating real-life speech.
This book is a significant contribution to the signal processing literature and deserves a place on the shelf of anyone interested in adaptive filtering.
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Title: Independent Component Analysis by Aapo Hyvärinen, Juha Karhunen, Erkki Oja ISBN: 047140540X Publisher: Wiley-Interscience Pub. Date: 18 May, 2001 List Price(USD): $110.00 |
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Title: Adaptive Blind Signal and Image Processing by Andrzej Cichocki, Shun-ichi Amari ISBN: 0471607916 Publisher: John Wiley & Sons Pub. Date: 15 June, 2002 List Price(USD): $150.00 |
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Title: Adaptive Filter Theory (4th Edition) by Simon Haykin ISBN: 0130901261 Publisher: Pearson Education Pub. Date: 14 September, 2001 List Price(USD): $120.00 |
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Title: Information Theory, Inference & Learning Algorithms by David J. C. MacKay ISBN: 0521642981 Publisher: Cambridge University Press Pub. Date: 15 June, 2002 List Price(USD): $50.00 |
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Title: Pattern Classification (2nd Edition) by Richard O. Duda, Peter E. Hart, David G. Stork ISBN: 0471056693 Publisher: Wiley-Interscience Pub. Date: October, 2000 List Price(USD): $125.00 |
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