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Sample Sizes for Multiple Output Threshold Networks

Shawe-Taylor, J. and Anthony, M. (1991) Sample Sizes for Multiple Output Threshold Networks Network, 2, (1), pp. 107-117.

Record type: Article

Abstract

This paper applies the theory of probably approximately correct (PAC) learning to multiple-output feedforward threshold networks. It is shown that the sample size for reliable learning can be bounded above by a quantity independent of the number of outputs of the network.

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More information

Published date: 1991
Organisations: Electronics & Computer Science

Identifiers

Local EPrints ID: 259827
URI: http://eprints.soton.ac.uk/id/eprint/259827
ISSN: 0954-898x
PURE UUID: e36ba8c7-c7ff-49df-a816-61239e3fbd9d

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Date deposited: 24 Aug 2004
Last modified: 18 Jul 2017 09:19

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Contributors

Author: J. Shawe-Taylor
Author: M. Anthony

University divisions

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