Fuzzy ART and Fuzzy ARTMAP Neural Networks
22 Dec 2003
24 Dec 2003)
This package allows creation, training, and testing of ART and ARTMAP neural networks.
% Fuzzy ARTMAP Neural Network Implementation.
% Version 1.0 22-Dec-2003
% Aaron Garrett
% Jacksonville State University
% Jacksonville, AL 36265
% Functions included in this directory:
% ARTMAP_Add_New_Category - Adds a new category to the ARTMAP network.
% ARTMAP_Classify - Uses a trained ARTMAP network to classify a dataset.
% ARTMAP_Create_Network - Creates the ARTMAP network.
% ARTMAP_Learn - Trains a given ARTMAP network on a dataset.
% Functions required by this software:
% ART_Activate_Categories - Required by ARTMAP_Classify and ARTMAP_Learn
% ART_Calculate_Match - Required by ARTMAP_Classify and ARTMAP_Learn
% ART_Complement_Code - Required if complement coding of inputs is used
% ART_Update_Weights - Required by ARTMAP_Learn
% Description of the system architecture:
% The above set of functions is used to create, train, and use an ARTMAP
% network to classify a dataset. While all of the functions are
% necessary, only three of them are meant to be called by the user.
% Those functions are as follows:
% Functions available to user:
% The remaining ARTMAP_Add_New_Category function is used to modularize
% the structure of the system.
% For an example of the use of these functions, see ARTMAPExample.m in
% this directory.
% Send comments to email@example.com.