Shawe-Taylor, J and Anthony, M (1991) Sample Sizes for Multiple Output Threshold Networks. Network , 2 (1) 107 - 117.
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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
| Type: | Article |
|---|---|
| Title: | Sample Sizes for Multiple Output Threshold Networks |
| UCL classification: | UCL > School of BEAMS > Faculty of Engineering Science > Computer Science |
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