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ECVision indexed and annotated bibliography of cognitive computer vision publications
This bibliography was created by Hilary Buxton and Benoit Gaillard, University of Sussex, as part of ECVision Specific Action 8-1
The complete text version of this BibTeX file is available here: ECVision_bibliography.bib


P. Frasconi and M. Gori and G. Soda
Links Between {LVQ} and Backpropagation

ABSTRACT

In this paper we show that there are some intriguing links between the Backpropagation and LVQ algorithms. We show that Backpropagation used for training the weights of radial basis function networks exhibits an increasing competitive nature as the dispersion parameters decrease. In particular, we prove that LVQ can be regarded as a competitive learning scheme taking place in radial basis function networks.


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