Generalization in multi-layer networks of Sigma-pi units

Penny, W D ORCID: 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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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: 20 Apr 2023 00:33
DOI: 10.1109/72.363490

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