Generalization in multi-layer networks of Sigma-pi units

W D Penny, T J Stonham

Research output: Contribution to journalArticle

1 Citation (Scopus)

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.

Original languageEnglish
Pages (from-to)506-508
Number of pages3
JournalIEEE Transactions on Neural Networks
Volume6
Issue number2
DOIs
Publication statusPublished - 1995

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