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Efficient classification by neural networks using encoded patterns

Murthy, Ganesh CNS and Venkatesh, YV (1995) Efficient classification by neural networks using encoded patterns. In: Electronics Letters, 31 (12). pp. 988-989.


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The corners and the middle points, which are extracted as features from the line approximation of a given pattern, are overlaid on a radial grid to form the input array for training a backpropagation network for classification. The proposed method is shown to be simple and robust by extensive testing of its performance on patterns both with and without noise.

Item Type: Journal Article
Publication: Electronics Letters
Publisher: IEE
Additional Information: Copyright of this article belongs to Institution of Electrical Engineers (IEE)
Keywords: Newal networks;Pattern classification
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Date Deposited: 22 Sep 2005
Last Modified: 19 Sep 2010 04:20
URI: http://eprints.iisc.ac.in/id/eprint/3705

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