Simplified Fuzzy ARTMAP Neural Network

Version 1.0.0.0 (21.2 KB) by E Akbas
Implementation of Simplified Fuzzy ARTMAP Neural Network.
4.9
(7)
6.7K Downloads
Updated 10 Aug 2007

View License

SFAM is an incremental neural network classifier. It is a simple and fast version of Fuzzy ARTMAP (FAM). Both FAM and SFAM produce the same output given the same input.

References:
[1] Kasuba, T. (1993). "Simplified fuzzy ARTMAP." AI Expert, Nov., 18–25.
[2] Carpenter, G. A., Grossberg, S., Markuzon, N. and Rosen, D. B., ”Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps”, IEEE Trans. Neural Networks, 3(5):698-713, 1992.

Disclaimer: Author is not responsible for currently unknown bugs. Use the programs at your own risk.

Please report any bugs and/or problems by e-mail.

Cite As

E Akbas (2025). Simplified Fuzzy ARTMAP Neural Network (https://www.mathworks.com/matlabcentral/fileexchange/11721-simplified-fuzzy-artmap-neural-network), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R14SP3
Compatible with any release
Platform Compatibility
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Version Published Release Notes
1.0.0.0

Update keywords so that Google can index my file better.