We introduce the notion of MV-tropical polynomial starting from the language of semiring reducts of an MV-algebra. We show, in the one-variate case, how MV-tropical polynomial functions can be used to describe some classes of neural networks.
MV-tropical polynomials and neural networks / S. Aguzzoli, A. Di Nola, B. Gerla, C. Russo (CEUR WORKSHOP PROCEEDINGS). - In: WILF 2021 : International Workshop on Fuzzy Logic and Applications 2021 / [a cura di] A. Ciaramella, C. Mencar, S. Montes, S. Rovetta. - [s.l] : CEUR-WS, 2021. - pp. 1-9 (( Intervento presentato al 13. convegno International Workshop on Fuzzy Logic and Applications tenutosi a Vietri sul Mare nel 2021.
MV-tropical polynomials and neural networks
S. AguzzoliPrimo
;
2021
Abstract
We introduce the notion of MV-tropical polynomial starting from the language of semiring reducts of an MV-algebra. We show, in the one-variate case, how MV-tropical polynomial functions can be used to describe some classes of neural networks.
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