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Approximation of fuzzy-valued functions by regular fuzzy neural networks and the accuracy analysis

✍ Scribed by Huang, Huan; Wu, Congxin

Book ID
121544980
Publisher
Springer
Year
2014
Tongue
English
Weight
708 KB
Volume
18
Category
Article
ISSN
1432-7643

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Representations and rates of approximation of real-valued Boolean functions by neural networks
✍ V. KΕ―rkovΓ‘; P. SavickΓ½; K. HlavÑčkovΓ‘ πŸ“‚ Article πŸ“… 1998 πŸ› Elsevier Science 🌐 English βš– 138 KB

We give upper bounds on rates of approximation of real-valued functions of d Boolean variables by one-hidden-layer perceptron networks. Our bounds are of the form c/ n p where c depends on certain norms of the function being approximated and n is the number of hidden units. We describe sets of funct