Warping Similarity Space in Category Learning by Backprop Nets


Tijsseling, A and Harnad, S, (1997) Warping Similarity Space in Category Learning by Backprop Nets Ramscar, M., Hahn, U., Cambouropolos, E. and Pain, H. (eds.) At 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 (Other)
Venue - Dates: Proceedings of SimCat 1997: Interdisciplinary Workshop on Similarity and Categorization, 1997-01-01
Organisations: Web & Internet Science
ePrint ID: 252867
Date :
Date Event
1997Published
Date Deposited: 26 Mar 2000
Last Modified: 17 Apr 2017 23:28
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/252867

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