Sample Sizes for Multiple Output Threshold Networks

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


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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.

Item Type: Article
ISSNs: 0954898
Divisions : Faculty of Physical Sciences and Engineering > Electronics and Computer Science
ePrint ID: 259827
Accepted Date and Publication Date:
Date Deposited: 24 Aug 2004
Last Modified: 31 Mar 2016 14:01
Further Information:Google Scholar

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