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Supervised Learning with Complex-valued Neural Networks

Author: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
Publisher: Berlin, Heidelberg : Springer, 2013.
Series: Studies in computational intelligence, 421.
Edition/Format:   eBook : EnglishView all editions and formats
Publication:Supervised learning with complex-valued neural networks.
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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Material Type: Internet resource
Document Type: Internet Resource
All Authors / Contributors: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
ISBN: 9783642294914 364229491X
OCLC Number: 820467164
In: Suresh, Sundaram
Description: Online-Ressource (XXII, 170 p. 37 illus, digital)
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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