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Co-operative neural networks and 'integrated' classification

By Khurshid Ahmad, Bogdan Vrusias and Mariam Tariq

Abstract

<p>'Integrated' classification refers to the conjunctive or competitive use of two or more (neural) classifiers. A cooperative neural network system comprising two independently trained Kohonen networks and co-operating with the help of a Hebbian network, is described. The effectiveness of such a network is demonstrated by using it to retrieve images and related texts from a multi-media database. Preliminary results of such an approach appear to be encouraging.</p

Year: 2002
OAI identifier: oai:epubs.surrey.ac.uk:499

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