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Approximation capabilities of multilayer feedforward regular fuzzy neural networks

โœ Scribed by Liu Puyin


Book ID
107500493
Publisher
SP Editorial Committee of Applied Mathematics - A Journal of Chinese Universities
Year
2001
Tongue
English
Weight
574 KB
Volume
16
Category
Article
ISSN
1005-1031

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Approximation capabilities of multilayer
โœ Kurt Hornik ๐Ÿ“‚ Article ๐Ÿ“… 1991 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 700 KB

We show that standard multilayer feedforward networks with as few as a single hidden layer and arbitrary bounded and nonconstant activation function are universal approximators with respect to Lp(ฮผ) performance criteria, for arbitrary finite input environment measures ฮผ, provided only that sufficien