Generalization in multi-layer networks of Sigma-pi units

Penny, W D 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

Full text not available from this repository. (Request a copy)

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:	28 Mar 2025 08:20
URI:	https://ueaeprints.uea.ac.uk/id/eprint/64646
DOI:	10.1109/72.363490

Actions (login required)

View Item