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 and Applied Science > Electronics and Computer Science
|Date Deposited:||24 Aug 2004|
|Last Modified:||02 Mar 2012 13:20|
|Contributors:||Shawe-Taylor, J. (Author)
Anthony, M. (Author)
|Further Information:||Google Scholar|
|ISI Citation Count:||14|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
Actions (login required)