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Supervised learning with complex-valued neural networks

Autore: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
Editore: Heidelberg : Springer, 2013.
Serie: Studies in computational intelligence, 421
Edizione/Formato:   book_printbook : EnglishVedi tutte le edizioni e i formati
Banca dati:WorldCat
Sommario:

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  Per saperne di più…

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Tipo materiale: Risorsa internet
Tipo documento: Book, Internet Resource
Tutti gli autori / Collaboratori: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
ISBN: 9783642294907 3642294901 9783642294914 364229491X
Numero OCLC: 812056206
Descrizione: 168 S : Ill.
Contenuti: 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).
Titolo della serie: Studies in computational intelligence, 421
Responsabilità: Sundaram Suresh, Narasimhan Sundararajan, Ramasamy Savitha.
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