Simplified Fuzzy ARTMAP Neural Network

版本 1.0.0.0 (21.2 KB) 作者: E Akbas
Implementation of Simplified Fuzzy ARTMAP Neural Network.
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更新时间 2007/8/10

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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.

引用格式

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

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