Methods for updating and training for a self-organising card
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United States of America Patent
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Aug 13, 2013
Grant Date -
Apr 14, 2011
app pub date -
Dec 12, 2008
filing date -
Dec 12, 2007
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Abstract
The updating method comprises selecting the best winning neuron and second best winning neuron, modifying the prototype vectors of the best winning neuron and the neurons located around the best winning neuron in the direction of the vector of the learning point (x(k)), determining the neighboring neurons (N(u*)) of the best winning neuron (u*) and, if the second best winning neuron (u**) is part of the neighboring neurons (N(u*)), increasing the valuation of the connection between the first and second best winning neurons.
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