Enhanced reliability of multilayer perceptron networks through controlled pattern rejection

Vasconcelos, G.C., Fairhurst, Michael, Bisset, D.L. (1993) Enhanced reliability of multilayer perceptron networks through controlled pattern rejection. Electronics Letters, 29 (3). pp. 261-263. ISSN 0013-5194. (doi:10.1049/el:19930179) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:20726)

The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided.
Official URL: http://dx.doi.org/10.1049/el:19930179

Abstract

Backpropagation networks are studied in the context of the recognition of handwritten and machine printed characters and, specifically, the problem of the recognition of 'false-positive' patterns is investigated. The idea is proposed of integrating into the processing architecture an independent set of 'guard units' which act as basic matchers, rejecting patterns not belonging to the training classes.

Item Type:	Article
DOI/Identification number:	10.1049/el:19930179
Subjects:	T Technology > TK Electrical engineering. Electronics. Nuclear engineering
Divisions:	Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Engineering and Digital Arts
Depositing User:	O.O. Odanye
Date Deposited:	14 Jul 2009 15:23 UTC
Last Modified:	05 Nov 2024 09:58 UTC
Resource URI:	https://kar.kent.ac.uk/id/eprint/20726 (The current URI for this page, for reference purposes)

University of Kent Author Information

Fairhurst, Michael.

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