A new hybrid fuzzy ARTMAP and radial basis function neural network with online pruning strategy

In this paper, a new online learning algorithm is proposed to learn a data sample in hybrid mode. This new algorithm is developed and referred as Growing and Pruning - Fuzzy ARTMAP-radial basis function (GAP-FAM-RBF) neural network. In this algorithm, fuzzy ARTMAP (FAM) network learns from training...

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Bibliographic Details

Published in:	2016 7th IEEE Control and System Graduate Research Colloquium (ICSGRC) pp. 17 - 21
Main Authors:	Shoun Ying Leow, Shen Yuong Wong, Keem Siah Yap, Hwa Jen Yap
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01-08-2016
Subjects:	Biological neural networks Control systems fuzzy ARTMAP (FAM) Neurons online learning pruning Radial Basis Function Radial basis function networks regression Testing Training Training data
Online Access:	Get full text
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