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.
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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.
|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)|
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