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Supervised learning with complex-valued neural networks

Author: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
Publisher: Berlin ; New York : Springer, ©2013.
Series: Studies in computational intelligence (En ligne), v. 421.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
ISBN: 364229491X 9783642294914
OCLC Number: 835896013
Notes: Titre de l'écran-titre (visionné le 10 octobre 2012).
Description: 1 online resource (1 texte électronique).
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 (En ligne), v. 421.
Responsibility: Sundaram Suresh, Narasimhan Sundararajan, and Ramasamy Savitha.

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