Fuzzy multi-layer perceptron for binary pattern recognition

Canuto, Anne and Howells, Gareth and Fairhurst, Michael (1999) Fuzzy multi-layer perceptron for binary pattern recognition. In: IEE CONFERENCE PUBLICATIONS. IEE CONFERENCE , 1. Inst Electrical Engineers Inspec Inc, University of Manchester pp. 260-264. ISBN 0-85296-717-9. (The full text of this publication is not available from this repository)

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Official URL
http://dx.doi.org/10.1049/cp:19990323

Abstract

This paper presents a modified fuzzy Multilayer Perceptron model which uses, as a basis, the implementation developed in (Pal and Mitra, (9)). The proposed model uses different parameters in the calculation of a fuzzy desired output vector to (Pal and Mitra (9)) as well as adding an ambiguity parameter to the updating equation in order to take into account the degree of ambiguity of an input pattern during the learning phase.

Item Type: Conference or workshop item (Paper)
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Q Science > QA Mathematics (inc Computing science)
Divisions: Faculties > Science Technology and Medical Studies > School of Engineering and Digital Arts
Depositing User: M. Nasiriavanaki
Date Deposited: 29 Jun 2009 07:39
Last Modified: 23 May 2014 09:32
Resource URI: http://kar.kent.ac.uk/id/eprint/17183 (The current URI for this page, for reference purposes)
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