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By Neil Alldrin, Doug Turnbull and Andrew Smith


This paper compares methods of training radial basis function networks. We found RBF networks initialized by supervised clustering perform better than networks initialized by unsupervised clustering and improved with gradient descent. Gradient descent did not significantly improve the networks initialized by supervised clustering.

Year: 2009
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