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Supervised learning with complex-valued neural networks

Author: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
Publisher: Heidelberg : Springer, 2013.
Series: Studies in computational intelligence, 421
Edition/Format:   Print book : 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: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
ISBN: 9783642294907 3642294901 9783642294914 364229491X
OCLC Number: 812056206
Description: 168 S : Ill.
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: Sundaram Suresh, Narasimhan Sundararajan, Ramasamy Savitha.
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