Independent Component Analyses, Wavelets, and Neural Networks
Title | Independent Component Analyses, Wavelets, and Neural Networks PDF eBook |
Author | Anthony J. Bell |
Publisher | Society of Photo Optical |
Total Pages | 390 |
Release | 2003 |
Genre | Computers |
ISBN | 9780819449627 |
Independent Component Analyses, Wavelets, Unsupervised Nano-biomimetic Sensors, and Neural Networks V
Title | Independent Component Analyses, Wavelets, Unsupervised Nano-biomimetic Sensors, and Neural Networks V PDF eBook |
Author | Harold H. Szu |
Publisher | SPIE-International Society for Optical Engineering |
Total Pages | 460 |
Release | 2007 |
Genre | Computers |
ISBN |
Proceedings of SPIE present the original research papers presented at SPIE conferences and other high-quality conferences in the broad-ranging fields of optics and photonics. These books provide prompt access to the latest innovations in research and technology in their respective fields. Proceedings of SPIE are among the most cited references in patent literature.
Independent Component Analyses, Wavelets, Neural Networks, Biosystems, and Nanoengineering VIII
Title | Independent Component Analyses, Wavelets, Neural Networks, Biosystems, and Nanoengineering VIII PDF eBook |
Author | Harold H. Szu |
Publisher | |
Total Pages | 402 |
Release | 2010 |
Genre | Detectors |
ISBN | 9780819481672 |
Includes Proceedings Vol. 7821
Independent Component Analyses, Wavelets, Neural Networks, Biosystems, and Nanoengineering IX
Title | Independent Component Analyses, Wavelets, Neural Networks, Biosystems, and Nanoengineering IX PDF eBook |
Author | |
Publisher | |
Total Pages | |
Release | 2011 |
Genre | Detectors |
ISBN |
Independent Component Analyses, Wavelets, Neural Networks, Biosystems, and Nanoengineering VII
Title | Independent Component Analyses, Wavelets, Neural Networks, Biosystems, and Nanoengineering VII PDF eBook |
Author | Harold H. Szu |
Publisher | Society of Photo Optical |
Total Pages | 460 |
Release | 2009 |
Genre | Computers |
ISBN | 9780819476098 |
Includes Proceedings Vol. 7821
Independent Component Analyses, Wavelets, Neural Networks, Biosystems, and Nanoengineering IX
Title | Independent Component Analyses, Wavelets, Neural Networks, Biosystems, and Nanoengineering IX PDF eBook |
Author | Harold Szu |
Publisher | |
Total Pages | 536 |
Release | 2011 |
Genre | Detectors |
ISBN | 9780819486325 |
Includes Proceedings Vol. 7821
Independent Component Analysis
Title | Independent Component Analysis PDF eBook |
Author | Aapo Hyvärinen |
Publisher | John Wiley & Sons |
Total Pages | 505 |
Release | 2004-04-05 |
Genre | Science |
ISBN | 0471464198 |
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.