Multilayer perceptrons and data analysis

Multilayer perceptrons and data analysis

Results are presented which permit comparison of classification tasks of multilayer perceptrons with discriminant analysis. The results are illustrated with simulations of both approaches that demonstrate that multilayer perceptrons with nonlinear elements outperform discriminant analysis.< >

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Bibliographic Details
Published in:IEEE 1988 International Conference on Neural Networks pp. 391 - 399 vol.1
Main Authors: Gallinari, Thiria, Soulie
Format: Conference Proceeding
Language:English
Published: IEEE 1988
Subjects:
Artificial intelligence
Neural networks
Pattern recognition
Online Access:Get full text
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Description
Summary:Results are presented which permit comparison of classification tasks of multilayer perceptrons with discriminant analysis. The results are illustrated with simulations of both approaches that demonstrate that multilayer perceptrons with nonlinear elements outperform discriminant analysis.< >
DOI:10.1109/ICNN.1988.23871