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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Abstract

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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