Tijsseling, A. and Harnad, Stevan (1997) Warping Similarity Space in Category Learning by Backprop Nets. [Book Chapter]
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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.
Item Type: | Book Chapter |
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Keywords: | neural networks, categorical perception, symbol grounding |
Subjects: | Computer Science > Neural Nets Psychology > Perceptual Cognitive Psychology |
ID Code: | 1608 |
Deposited By: | Harnad, Stevan |
Deposited On: | 19 Jun 2001 |
Last Modified: | 11 Mar 2011 08:54 |
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