Supervised Learning with Complex-valued Neural Networks /

Detalles Bibliográficos
Autores principales: Suresh, Sundaram. (Autor), Sundararajan, Narasimhan. (Autor), Savitha, Ramasamy. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Studies in Computational Intelligence, 421
Materias:
Tabla de Contenidos:
  • 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).