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 |
|---|---|
| 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: | 19 Dec 2009 19:17 |
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