John A. Hertz

Introduction To The Theory Of Neural Computation (eBook, PDF)

• Format: PDF

Produktbeschreibung

Comprehensive introduction to the neural network models currently under intensive study for computational applications. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 352
• Erscheinungstermin: 8. März 2018
• Englisch
• ISBN-13: 9780429968211
• Artikelnr.: 54059521

Autorenporträt

John A Hertz

Inhaltsangabe

About the Santa Fe Institute
Santa Fe Institute Editorial Board September 1990
Santa Fe Institute Studies in the Sciences of Complexity
Series Foreword
Foreword
Foreword
Preface
Introduction
The Hopfield Model
Extensions of the Hopfield Model
Optimization Problems
Simple Perceptrons
Multi-Layer Networks
Recurrent Networks
Unsupervised Hebbian Learning
Unsupervised Competitive Learning
Formal Statistical Mechanics of Neural Networks
Statistical Mechanics