Generalization in multi-layer networks of Sigma-pi units

Penny, W D ORCID: https://orcid.org/0000-0001-9064-1191 and Stonham, T J (1995) Generalization in multi-layer networks of Sigma-pi units. IEEE Transactions on Neural Networks, 6 (2). pp. 506-508. ISSN 1045-9227

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Abstract

This paper investigates a method for predicting the generalization error that a multi-layer network of Sigma-pi units will, on average, exhibit. Theoretical values are compared with those obtained by the computer simulation of small networks learning parity and contiguity functions.

Item Type:	Article
Faculty \ School:	Faculty of Social Sciences > School of Psychology
UEA Research Groups:	Faculty of Social Sciences > Research Centres > Centre for Behavioural and Experimental Social Sciences
Depositing User:	Pure Connector
Date Deposited:	23 Aug 2017 05:04
Last Modified:	18 Jun 2026 17:36
URI:	https://ueaeprints.uea.ac.uk/id/eprint/64646
DOI:	10.1109/72.363490

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