Equivalence Between 1-D Takagi-Sugeno Fuzzy Systems with Triangular Membership Functions and Neural Networks with ReLU Activation

Barnabás Bede, Vladik Kreinovich, Peter Toth. Equivalence Between 1-D Takagi-Sugeno Fuzzy Systems with Triangular Membership Functions and Neural Networks with ReLU Activation. In Kelly Cohen, Nicholas Ernest, Barnabás Bede, Vladik Kreinovich, editors, Fuzzy Information Processing 2023 - Proceedings of the 2023 Annual Conference of the North American Fuzzy Information Processing Society, NAFIPS 2023, and at the related Workshop on Constraint Programming and Decision Making CoProD 2023, Cincinnati, OH, USA, May 31 - June 2, 2023. Volume 751 of Lecture Notes in Networks and Systems, pages 44-56, Springer, 2023. [doi]

Abstract

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