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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Description/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.
| Item Type: | Article |
|---|---|
| ISSNs: | 0954898 |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science |
| Item ID: | 259827 |
| Date Deposited: | 24 Aug 2004 |
| Last Modified: | 02 Mar 2012 13:20 |
| Contributors: | Shawe-Taylor, J. (Author) Anthony, M. (Author) |
| Date: | 1991 |
| Status: | Published |
| Further Information: | Google Scholar |
| ISI Citation Count: | 14 |
| URI: | http://eprints.soton.ac.uk/id/eprint/259827 |
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