Warping Similarity Space in Category Learning by Backprop Nets

Adriaan G Tijsseling, Stevan R. Harnad · ePrints Soton (University of Southampton) · 1997

We report simulations with backpropagation networks trained to discriminate and then categorize a set of stimuli. The findings suggest a possible mechanism for categorical perception based on altering interstimulus similarity.

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