Neural Networks for Intelligent Signal Processing (Series on Innovative Intelligence, Vol. 4)
Publisher: World Scientific Pub Co Inc; World Scientific Publishing Co Pte Ltd
Published: January 2003
Language: eng
Format: Hardcover
Number of pages: 508
ISBN-13: 9789812383051
Subjects: Neural networks; Signal processing; Neural networks (Computer science); Technology; Science/Mathematics; Intelligent control systems; Neural networks (Computer scie; Reference; Digital techniques
First sentence: This introductory chapter provides a broad overview of Artificial Neural Networks (ANNs) to give the reader a useful perspective upon which to build an understanding of their relevance and application to Intelligent Signal Processing (ISP).
Description: "This book provides a thorough theoretical and practical introduction to the application of neural networks to pattern recognition and intelligent signal processing. It has been tested on students, unfamiliar with neural networks, who were able to pick up enough details to successfully complete their masters or final year undergraduate projects. The text also presents a comprehensive treatment of a class of neural networks called common bandwidth spherical basis function NNs, including the probabilistic NN, the modified probabilistic NN and the general regression NN."--Jacket.