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- W2369505716 abstract "The issue of uniformity analysis for universal approximation of feedforward neural networks has drawn significant attention. In the paper, uniform approximation of three-layer feedforward neural networks to a function family which is called quasi-difference order-preserved set is analyzed, systematically, when the transfer function σ is a generalized Sigmoidal function. Polygonal fuzzy neural network(FNN) is presented. And uniformity result is applied to the construction of a polygonal FNN which can with arbitrary degree of accuracy approximate two special fuzzy functions, which play key roles in approximation of increasing fuzzy functions by the polygonal FNN." @default.
- W2369505716 created "2016-06-24" @default.
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- W2369505716 date "2003-01-01" @default.
- W2369505716 modified "2023-09-25" @default.
- W2369505716 title "Uniform Approximation of Three-Layer Feedforward Neural Networks" @default.
- W2369505716 hasPublicationYear "2003" @default.
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