Independent Component Analysis is popular PDF and ePub book, written by Aapo Hyvärinen in 2004-04-05, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Independent Component Analysis can be Read Online from any device for your convenience.
Independent Component Analysis Book PDF Summary
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.
Detail Book of Independent Component Analysis PDF
- Author : Aapo Hyvärinen
- Release : 05 April 2004
- Publisher : John Wiley & Sons
- ISBN : 9780471464198
- Genre : Science
- Total Page : 505 pages
- Language : English
- PDF File Size : 14,8 Mb
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