Legg i ønskeliste

Forfatter: , og
Innbinding: Innbundet
Utgivelsesår: 2001
Antall sider: 504
Forlag: John Wiley and Sons Ltd
Språk: Engelsk
Serie: Adaptive and Learning Systems for Signal Processing, Communications and Control Series
ISBN/EAN: 9780471405405
Kategori: Teknologi, transport og landbruk , Data og Naturvitenskap
Omtale: Independent Component Analysis
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.

Til toppen

Flere bøker av Erkki Oja, Aapo Hyvarinen og Juha Karhunen: