Title :
Multilayer perceptrons and data analysis
Author :
Gallinari, Patrick ; Thiria ; Soulie, F.F.
Author_Institution :
Lab. d´Intelligence Artificielle, Paris Univ., France
Abstract :
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.<>
Keywords :
artificial intelligence; neural nets; pattern recognition; artificial intelligence; classification; data analysis; discriminant analysis; multilayer perceptrons; neural nets; Artificial intelligence; Neural networks; Pattern recognition;
Conference_Titel :
Neural Networks, 1988., IEEE International Conference on
Conference_Location :
San Diego, CA, USA
DOI :
10.1109/ICNN.1988.23871
