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 Avtomat. i Telemekh., 1964, Volume 25, Issue 9, Pages 1307–1323 (Mi at11723)

Probability problem of pattern recognition learning and potential functions method

M. A. Aizerman, È. Ì. Braverman, L. I. Rozonoèr

Moscow

Abstract: A probability problem of pattern recognition learning is formulated. An algorithm is described which is based on the potential functions method and permits to obtain a function approximating the validity of the fact that the situation appearing at the automaton input belongs to this or that class. A theorem on the convergence (in the probabilistic sense) of the obtained function to this validity is proved.

Full text: PDF file (2734 kB)
UDC: 62-507

Citation: M. A. Aizerman, È. Ì. Braverman, L. I. Rozonoèr, “Probability problem of pattern recognition learning and potential functions method”, Avtomat. i Telemekh., 25:9 (1964), 1307–1323

Citation in format AMSBIB
\Bibitem{1} \by M.~A.~Aizerman, \E.~Ì.~Braverman, L.~I.~Rozono\er \paper Probability problem of pattern recognition learning and potential functions method \jour Avtomat. i Telemekh. \yr 1964 \vol 25 \issue 9 \pages 1307--1323 \mathnet{http://mi.mathnet.ru/at11723}