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On a Certain Learning Algorithm for Logical Neural Networks

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Abstract

In this paper, we propose an algorithm for constructing variable-valued logical functions in the case of adding new production rules. The algorithm proposed serves as the basis for the method of constructive learning for logical neural networks based on variable-valued predicates.

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Authors and Affiliations

  1. Institute of Applied Mathematics and Automation of the Kabardino-Balkar Scientific Center of the Russian Academy of Sciences, Nalchik, Russia

    D. P. Dimitrichenko

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  1. D. P. Dimitrichenko
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Correspondence to D. P. Dimitrichenko.

Additional information

Translated from Itogi Nauki i Tekhniki, Seriya Sovremennaya Matematika i Ee Prilozheniya. Tematicheskie Obzory, Vol. 166, Proceedings of the IV International Scientific Conference “Actual Problems of Applied Mathematics,” Kabardino-Balkar Republic, Nalchik, Elbrus Region, May 22–26, 2018. Part II, 2019.

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Dimitrichenko, D.P. On a Certain Learning Algorithm for Logical Neural Networks. J Math Sci 260, 157–162 (2022). https://doi.org/10.1007/s10958-022-05680-8

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  • DOI: https://doi.org/10.1007/s10958-022-05680-8

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