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 Sciences and Engineering > Electronics and Computer Science > Web & Internet Science
ePrint ID: 252867
Date Deposited: 26 Mar 2000
Last Modified: 27 Mar 2014 19:55
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/252867

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