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Results of experiments on the neocognitron

Venkatesh, YV and Murthy, Ganesh CNS (1992) Results of experiments on the neocognitron. In: Computer, Communication and Networking Systems: An Integrated Perspective. Proceedings of the International Conference on Information Engineering - ICIE '91, 2-5 Dec.1991, Singapore, pp. 81-91.

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Abstract

In an attempt to develop a neural network for object recognition from image data, extensive simulation experiments have been conducted on the neural net model, neo-cognitron, proposed by K. Fukushima (1980) for pattern recognition. On the basis of these, a critical assessment is made of the neocognitron's actual capabilities. The main conclusion is that this model requires considerable modifications for a satisfactory recognition of 2-D patterns

Item Type: Conference Paper
Additional Information: Copyright of this article belongs to Elsevier Science.
Keywords: mage processing;neural nets;pattern recognition
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Date Deposited: 14 Jan 2008
Last Modified: 12 Jan 2012 06:36
URI: http://eprints.iisc.ernet.in/id/eprint/11147

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