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.
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.
|Divisions:||Faculty of Physical Sciences and Engineering > Electronics and Computer Science
|Date Deposited:||24 Aug 2004|
|Last Modified:||31 Mar 2016 14:01|
|Further Information:||Google Scholar|
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