Warping similarity space in category learning by backprop nets

Tijsseling, A.G., & Harnad, S.


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.