Supervised Learning with Complex-Valued Neural Networks

By Ramasamy Savitha, Narasimhan Sundararajan, Sundaram Suresh

Book Overview

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).

• Format: Paperback
• Language: English
• ISBN: 3642426794
• ISBN13: 9783642426797
• Release Date: August 2014
• Publisher: Springer
• Length: 170 Pages
• Weight: 0.61 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"