Can periodic perceptrons replace multi-layer perceptrons?
Identifieur interne : 001C81 ( Main/Exploration ); précédent : 001C80; suivant : 001C82Can periodic perceptrons replace multi-layer perceptrons?
Auteurs : Robert Racca [France]Source :
- Pattern Recognition Letters [ 0167-8655 ] ; 1998.
Abstract
We propose an efficient alternative to multi-layer perceptron (MLP): two-layer periodic perceptron (PP). We prove then that PP can compute every binary boolean function, we give an efficient learning algorithm for PP and test it on academic and realistic problems.
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DOI: 10.1016/S0167-8655(00)00057-X
Affiliations:
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