Introduction to the Theory of Neural Computation
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Simple Perceptrons

2018 ◽  
pp. 89-114
Author(s):  
John Hertz ◽  
Anders Krogh ◽  
Richard G. Palmer

The Hopfield Model

2018 ◽  
pp. 11-41
Author(s):  
John Hertz ◽  
Anders Krogh ◽  
Richard G. Palmer
Keyword(s):  
Hopfield Model

Formal Statistical Mechanics of Neural Networks

2018 ◽  
pp. 251-274
Author(s):  
John Hertz ◽  
Anders Krogh ◽  
Richard G. Palmer
Keyword(s):  
Neural Networks ◽  
Statistical Mechanics

Introduction

2018 ◽  
pp. 1-10 ◽  
Author(s):  
John Hertz ◽  
Anders Krogh ◽  
Richard G. Palmer

Unsupervised Competitive Learning

2018 ◽  
pp. 217-250
Author(s):  
John Hertz ◽  
Anders Krogh ◽  
Richard G. Palmer
Keyword(s):  
Competitive Learning

Extensions of the Hopfield Model

2018 ◽  
pp. 43-69
Author(s):  
John Hertz ◽  
Anders Krogh ◽  
Richard G. Palmer
Keyword(s):  
Hopfield Model

Unsupervised Hebbian Learning

2018 ◽  
pp. 197-215
Author(s):  
John Hertz ◽  
Anders Krogh ◽  
Richard G. Palmer
Keyword(s):  
Hebbian Learning

Recurrent Networks

2018 ◽  
pp. 163-196
Author(s):  
John Hertz ◽  
Anders Krogh ◽  
Richard G. Palmer
Keyword(s):  
Recurrent Networks

Multi-Layer Networks

2018 ◽  
pp. 115-162 ◽  
Author(s):  
John Hertz ◽  
Anders Krogh ◽  
Richard G. Palmer

Optimization Problems

2018 ◽  
pp. 71-87
Author(s):  
John Hertz ◽  
Anders Krogh ◽  
Richard G. Palmer
Keyword(s):  
Optimization Problems
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