Boltzmann machines and their applications

E.H.L. Aarts, J.H.M. Korst

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    30 Citations (Scopus)

    Abstract

    In this paper we present a formal model of the Boltzmann machine and a discussion of two different applications of the model, viz. (i) solving combinatorial optimization problems and (ii) carrying out learning tasks. Numerical results of computer simulations are presented to demonstrate the characteristic features of the Boltzmann machine.
    Original languageEnglish
    Title of host publicationPARLE, Parallel Architectures and Languages Europe (Eindhoven, The Netherlands, June 15-19, 1987)
    EditorsJ.W. Bakker, de, A.J. Nijman, P.C. Treleaven
    PublisherSpringer
    Pages34-50
    Number of pages17
    Volume1
    ISBN (Electronic)978-3-540-47144-8
    ISBN (Print)3-540-17943-7, 978-3-540-17943-6
    DOIs
    Publication statusPublished - 1987

    Publication series

    NameLecture Notes in Computer Science
    Volume258
    ISSN (Print)0302-9743

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