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Supervised Learning with Complex-Valued Neural Networks

Supervised Learning with Complex-Valued Neural Networks

Hardcover

Series: Studies in Computational Intelligence, Book 421

Technology & EngineeringGeneral Computers

ISBN10: 3642294901
ISBN13: 9783642294907
Publisher: Springer Nature
Published: Jul 28 2012
Pages: 170
Weight: 0.90
Height: 0.60 Width: 6.10 Depth: 9.10
Language: English
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).

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