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Warping Similarity Space in Category Learning by BackProp Nets

By Adriaan Tijsseling Stevan and Stevan Harnad

Abstract

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

Year: 1997
OAI identifier: oai:CiteSeerX.psu:10.1.1.19.1050
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