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Trudy SPIIRAN, 2015, Issue 43, Pages 94–113
DOI: https://doi.org/10.15622/sp.43.6
(Mi trspy842)
 

This article is cited in 3 scientific papers (total in 3 papers)

Theoretical and Applied Mathematics

Self-training Network with the Sells Implementing Predicate Formulas

T. M. Kosovskayaab

a Saint Petersburg State University
b St. Petersburg Institute for Informatics and Automation of Russian Academy of Scientists (SPIIRAS)
Full-text PDF (811 kB) Citations (3)
Abstract: A model of self-modificated predicate network with cells implementing predicate formulas in the form of elementary conjunction is suggested. Unlike a classical neuron network the proposed model has two blocks: a training block and a recognition block. If a recognition block has a mistake then the control is transfered to a training block. Always after a training block implementation the configuration of a recognition block is changed. The base of the proposed logic-predicate network is a logic-objective approach to AI problems solving and level description of classes as well as the notion of partial deducibility which allows to extract common sub-formulas of elementary conjunctions
Keywords: artificial intelligence, pattern recognition, predicate calculus formulas, level description of a class, self-training recognition network.
Document Type: Article
UDC: 004.93.51
Language: Russian


Citation: T. M. Kosovskaya, “Self-training Network with the Sells Implementing Predicate Formulas”, Tr. SPIIRAN, 43 (2015), 94–113
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  • https://www.mathnet.ru/eng/trspy842
  • https://www.mathnet.ru/eng/trspy/v43/p94
  • This publication is cited in the following 3 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Informatics and Automation
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