Neural Networks

Neural Networks

by Herve Abdi, Dominique Valentin, Betty Edelman
     
 

This book provides the first accessible introduction to neural network analysis as a methodological strategy for social scientists. The author details numerous studies and examples which illustrate the advantages of neural network analysis over other quantitative and modeling methods in widespread use. Methods are presented in an accessible style for readers who do

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Overview

This book provides the first accessible introduction to neural network analysis as a methodological strategy for social scientists. The author details numerous studies and examples which illustrate the advantages of neural network analysis over other quantitative and modeling methods in widespread use. Methods are presented in an accessible style for readers who do not have a background in computer science. The book provides a history of neural network methods, a substantial review of the literature, detailed applications, coverage of the most common alternative models and examples of two leading software packages for neural network analysis.

Product Details

ISBN-13:
9780761914402
Publisher:
SAGE Publications
Publication date:
12/09/1998
Series:
Quantitative Applications in the Social Sciences Series, #124
Edition description:
New Edition
Pages:
100
Product dimensions:
5.50(w) x 8.50(h) x 0.24(d)

Related Subjects

Table of Contents

Introduction
The Perceptron
Linear Autoassociative Memories
Linear Heteroassociative Memories
Error Backpropagation
Useful References

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