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Neural Networks A Comprehensive Foundation

ISBN-10: 0132733501
ISBN-13: 9780132733502
Edition: 2nd 1999 (Revised)
Authors: Simon Haykin
List price: $150.00
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Description: 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.

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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: 1.518
Language: English

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.

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

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