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Tuning capability of binary perceptron

Biswas, NN and Bhattacharyya, SK (1991) Tuning capability of binary perceptron. In: Electronics Letters, 27 (13). 1206 -1207.


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A theorem called the tuning theorem, which brings out the tuning capability of perceptrons where both the inputs and outputs are binary, has been stated and proved. It has been shown how with the help of this property, an associative memory has been developed with a single layer of perceptrons working as a massively parallel machine, rather than as a fully connected iterative Hopfield network.

Item Type: Journal Article
Publication: Electronics Letters
Publisher: IEE
Additional Information: Copyright of this article belongs to Institution of Electrical Engineers (IEE)
Keywords: Neural networks
Department/Centre: Division of Interdisciplinary Sciences > Supercomputer Education & Research Centre
Division of Electrical Sciences > Electrical Communication Engineering
Date Deposited: 04 Oct 2005
Last Modified: 19 Sep 2010 04:20
URI: http://eprints.iisc.ac.in/id/eprint/3762

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