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Selecting examples for an optimal perceptron

Timothy L.H. Watkin and Albrecht Rau

Physica A: Statistical Mechanics and its Applications, 1992, vol. 185, issue 1, 444-448

Abstract: A technique is introduced to analyze learning with a spherical perceptron which continually selects its own examples (the most efficient training algorithm yet devised). Our results compare well with an existing numerical simulation.

Date: 1992
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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:185:y:1992:i:1:p:444-448

DOI: 10.1016/0378-4371(92)90487-B

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Physica A: Statistical Mechanics and its Applications is currently edited by K. A. Dawson, J. O. Indekeu, H.E. Stanley and C. Tsallis

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