Simplified Fuzzy ARTMAP Neural Network
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.
Cita come
E Akbas (2024). Simplified Fuzzy ARTMAP Neural Network (https://www.mathworks.com/matlabcentral/fileexchange/11721-simplified-fuzzy-artmap-neural-network), MATLAB Central File Exchange. Recuperato .
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- Control Systems > Fuzzy Logic Toolbox >
- AI and Statistics > Deep Learning Toolbox > Function Approximation, Clustering, and Control > Function Approximation and Clustering > Define Shallow Neural Network Architectures >
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