A Novel and Simple Mathematical Transform Improves the Perfomance of Lernmatrix in Pattern Classification

The Lernmatrix is a classic associative memory model. The Lernmatrix is capable of executing the pattern classification task, but its performance is not competitive when compared to state-of-the-art classifiers. The main contribution of this paper consists of the proposal of a simple mathematical tr...

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Bibliographic Details
Main Authors: José-Luis Velázquez-Rodríguez, Yenny Villuendas-Rey, Oscar Camacho-Nieto, Cornelio Yáñez-Márquez
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/8/5/732