Neural Networks A Comprehensive Foundation

Name: Neural Networks A Comprehensive Foundation
Price: 25.72 USD
Availability: InStock
ISBN: 9780132733502

ISBN-10: 0132733501

ISBN-13: 9780132733502

Edition: 2nd 1999 (Revised)

Authors: Simon Haykin

List price: $150.00

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Using a wealth of case studies to illustrate the real-life, practical applications of neural networks, this state-of-the-art text exposes students to many facets of Neural Networks.

Book details

List price: $150.00
Edition: 2nd
Copyright year: 1999
Publisher: Prentice Hall PTR
Publication date: 7/6/1998
Binding: Hardcover
Pages: 842
Size: 7.50" wide x 9.75" long x 1.50" tall
Weight: 2.992
Language: English




Introduction



Learning Processes



Single-Layer Perceptrons



Multilayer Perceptrons



Radial-Basis Function Networks



Support Vector Machines



Committee Machines



Principal Components Analysis



Self-Organizing Maps



Information-Theoretic Models



Stochastic Machines and Their Approximates Rooted in Statistical Mechanics



Neurodynamic Programming



Temporal Processing Using Feedforward Networks



Neurodynamics



Dynamically Driven Recurrent Networks


Epilogue


Bibliography


Index