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Ordered Fuzzy Numbers in the Architecture of Artificial Neural Networks

Speaker(s)
Łukasz Apiecionek
Affiliation
Uniwersytet Kazimierza Wielkiego
Date
Nov. 17, 2023, 4:15 p.m.
Room
room 4060
Seminar
Seminar Intelligent Systems

The aim of the presentation is to showcase the potential application of Ordered Fuzzy Number arithmetic in Artificial Neural Networks. This innovative solution enables the construction of fuzzy deep neural networks with Ordered Fuzzy Number for problem-solving akin to traditional deep networks. The presentation will introduce the concept of Ordered Fuzzy Numbers, their application in artificial neural networks, an example of implementation, and the achieved results.