19 search results - page 3 / 4 » A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural netw... |
IJCNN
2007
IEEE
14 years 1 months ago
2007
IEEE
— In the process of learning a pattern I, the Fuzzy ARTMAP algorithm templates (i.e., the weight vectors corresponding to nodes of its category representation layer) compete for ...
IJCNN
2000
IEEE
13 years 12 months ago
2000
IEEE
CEC
2008
IEEE
13 years 9 months ago
2008
IEEE
Abstract-- Genetic algorithms have been used to evolve several neural network architectures. In a previous effort, we introduced the evolution of three well known ART architects; F...
NN
2002
Springer
13 years 7 months ago
2002
Springer
In this paper we introduce novel geometric concepts, namely category regions, in the original framework of Fuzzy-ART (FA) and FuzzyARTMAP (FAM). The definitions of these regions a...
TNN
2010
13 years 2 months ago
2010
In this paper, we present the evolution of adaptive resonance theory (ART) neural network architectures (classifiers) using a multiobjective optimization approach. In particular, w...