Shawe-Taylor, J. and Anthony, M. (1991) Sample Sizes for Multiple Output Threshold Networks. Network, 2 (1), 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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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: 14 Mar 2024 06:28
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Contributors
Author:
J. Shawe-Taylor
Author:
M. Anthony
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