C++ Neural Networks and Fuzzy Logic: Preface

Pattern’s Contribution to Weight

Autoassociative Network

Orthogonal Bit Patterns

Network Nodes and Input Patterns

Second Example for C++ Implementation

C++ Implementation of Perceptron Network

Header File

Implementation of Functions

Source Code for Perceptron Network

Comments on Your C++ Program

Input/Output for percept.cpp

Network Modeling

Tic−Tac−Toe Anyone?

Stability and Plasticity

Stability for a Neural Network

Plasticity for a Neural Network

Short−Term Memory and Long−Term Memory

Summary

Chapter 5—A Survey of Neural Network Models

C++ Neural Networks and Fuzzy Logic:Preface

Preface

5

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Neural Network Models

Layers in a Neural Network

Single−Layer Network

XOR Function and the Perceptron

Linear Separability

A Second Look at the XOR Function: Multilayer Perceptron

Example of the Cube Revisited

Strategy

Details