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Supervised Learning with Complex-valued Neural Networks

Author: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Series: Studies in Computational Intelligence, 421.
Edition/Format:   Print book : Document   Computer File : EnglishView all editions and formats
Database:WorldCat
Summary:

A new generation of neural networks is needed in telecommunications, medical imaging and signal processing as signals become more complex and nonlinear. This survey of the latest complex-valued  Read more...

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Additional Physical Format: Printed edition:
Supervised Learning with Complex-valued Neural Networks
Material Type: Document
Document Type: Book, Computer File
All Authors / Contributors: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
ISBN: 9783642294914 364229491X
OCLC Number: 939777287
Description: 1 online resource (XXII, 170 p. 37 illus.)
Contents: Introduction --
Fully Complex-valued Multi Layer Perceptron Networks --
Fully Complex-valued Radial Basis Function Networks --
Performance Study on Complex-valued Function Approximation Problems --
Circular Complex-valued Extreme Learning Machine Classifier --
Performance Study on Real-valued Classification Problems --
Complex-valued Self-regulatory Resource Allocation Network --
Conclusions and Scope for FutureWorks (CSRAN).
Series Title: Studies in Computational Intelligence, 421.
Responsibility: by Sundaram Suresh, Narasimhan Sundararajan, Ramasamy Savitha.
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