The fuzzy neural network approximation lemma

DOI10.1016/S0165-0114(97)00125-5zbMath0936.68085OpenAlexW2090199544WikidataQ124838699 ScholiaQ124838699MaRDI QIDQ1303927

Wolfram-M. Lippe, Feuring, Thomas

Publication date: 22 September 1999

Published in: Fuzzy Sets and Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0165-0114(97)00125-5

zbMATH Keywords

artificial neural networks

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (10)

THREE-PARAMETER FUZZY ARITHMETIC APPROXIMATION OF L-R FUZZY NUMBERS FOR FUZZY NEURAL NETWORKS ⋮ ROBUST ADAPTIVE FUZZY CONTROLLER DESIGN FOR A CLASS OF UNCERTAIN NONLINEAR TIME-DELAY SYSTEMS ⋮ Universal approximation of polygonal fuzzy neural networks in sense of \(K\)-integral norms ⋮ System identification of fuzzy relation matrix models by semi-tensor product operations ⋮ Adaptive fuzzy output-feedback control of uncertain SISO nonlinear systems ⋮ Application of T-S fuzzy neural network based on declination compensation in soft sensing ⋮ Decoupled sliding-mode with fuzzy-neural network controller for nonlinear systems ⋮ Approximation capabilities of multilayer feedforward regular fuzzy neural networks ⋮ Approximation analysis of feedforward regular fuzzy neural network with two hidden layers ⋮ Stability analysis of neural net controllers using fuzzy neural networks

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• Non-monotonic set theoretic operations
• Fuzzy sets and systems. Theory and applications
• Fuzzy continuous function and its properties
• Can fuzzy neural nets approximate continuous fuzzy functions?
• Approximation by superpositions of a sigmoidal function

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