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GENERALIZATION IN PROBABILISTIC RAM NETS

CLARKSON, TG; GUAN, Y; TAYLOR, JG; GORSE, D; (1993) GENERALIZATION IN PROBABILISTIC RAM NETS. IEEE T NEURAL NETWOR , 4 (2) 360 - 363.

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Abstract

The probabilistic RAM (pRAM) is a hardware-realisable neural device which is stochastic in operation and highly nonlinear. Even small nets of pRAM's offer high levels of functionality. The means by which a pRAM network generalizes when trained in noise is shown and the results of this behavior are described.

Type: Article
Title: GENERALIZATION IN PROBABILISTIC RAM NETS
UCL classification: UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: http://discovery.ucl.ac.uk/id/eprint/20666
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