Nonlinear Blind Source Separation and Blind Mixture Identification is popular PDF and ePub book, written by Yannick Deville in 2021-02-02, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Nonlinear Blind Source Separation and Blind Mixture Identification can be Read Online from any device for your convenience.
Nonlinear Blind Source Separation and Blind Mixture Identification Book PDF Summary
This book provides a detailed survey of the methods that were recently developed to handle advanced versions of the blind source separation problem, which involve several types of nonlinear mixtures. Another attractive feature of the book is that it is based on a coherent framework. More precisely, the authors first present a general procedure for developing blind source separation methods. Then, all reported methods are defined with respect to this procedure. This allows the reader not only to more easily follow the description of each method but also to see how these methods relate to one another. The coherence of this book also results from the fact that the same notations are used throughout the chapters for the quantities (source signals and so on) that are used in various methods. Finally, among the quite varied types of processing methods that are presented in this book, a significant part of this description is dedicated to methods based on artificial neural networks, especially recurrent ones, which are currently of high interest to the data analysis and machine learning community in general, beyond the more specific signal processing and blind source separation communities.
Detail Book of Nonlinear Blind Source Separation and Blind Mixture Identification PDF
- Author : Yannick Deville
- Release : 02 February 2021
- Publisher : Springer Nature
- ISBN : 9783030649777
- Genre : Technology & Engineering
- Total Page : 75 pages
- Language : English
- PDF File Size : 8,6 Mb
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