Sample sizes for multiple-output threshold networks

John Shawe-Taylor, Martin Anthony
1991 Network  
This paper applies the theory of probably approximately correct (PAC) le-g to multiplcmtput feedfomard t b h o l d networks. It is & o m that the sample size for reliable learning can be bounded above by a quantity independent of the number of outputs of the network.
doi:10.1088/0954-898x/2/1/006 fatcat:xs4po7qmlzeqlj2kvquna6q7ui