Enhanced reliability of multilayer perceptron networks through controlled pattern rejection

Vasconcelos, G.C. and Fairhurst, M.C. and Bisset, D.L. (1993) Enhanced reliability of multilayer perceptron networks through controlled pattern rejection. Electronics Letters, 29 (3). pp. 261-263. ISSN 0013-5194. (The full text of this publication is not available from this repository)

The full text of this publication is not available from this repository. (Contact us about this Publication)
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
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Faculties > Science Technology and Medical Studies > School of Engineering and Digital Arts
Depositing User: O.O. Odanye
Date Deposited: 14 Jul 2009 15:23
Last Modified: 29 May 2012 09:08
Resource URI: http://kar.kent.ac.uk/id/eprint/20726 (The current URI for this page, for reference purposes)
  • Depositors only (login required):