Warping Similarity Space in Category Learning by Backprop Nets
Tijsseling, A and Harnad, S (1997) Warping Similarity Space in Category Learning by Backprop Nets. Proceedings of SimCat 1997: Interdisciplinary Workshop on Similarity and Categorization , 263 - 269.
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Description/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: | Conference or Workshop Item (UNSPECIFIED) |
|---|---|
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science > Web & Internet Science |
| Item ID: | 252867 |
| Date Deposited: | 26 Mar 2000 |
| Last Modified: | 02 Mar 2012 14:01 |
| Contributors: | Tijsseling, A (Author) Harnad, S (Author) Ramscar, M. (Editor) Hahn, U. (Editor) Cambouropolos, E. (Editor) Pain, H. (Editor) |
| Date: | 1997 |
| Status: | Published |
| Further Information: | Google Scholar |
| URI: | http://eprints.soton.ac.uk/id/eprint/252867 |
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