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.
Full text not available from this repository. (Request a copy)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 |
|---|---|
| Publisher: | Elsevier Science |
| 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.ac.in/id/eprint/11147 |
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