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Lower bounds for approximation by MLP neural networks

โœ Scribed by Vitaly Maiorov; Allan Pinkus


Book ID
114297033
Publisher
Elsevier Science
Year
1999
Tongue
English
Weight
170 KB
Volume
25
Category
Article
ISSN
0925-2312

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Uniform Approximation by Neural Networks
โœ Y. Makovoz ๐Ÿ“‚ Article ๐Ÿ“… 1998 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 262 KB

Let D/R d be a compact set and let 8 be a uniformly bounded set of D ร„ R functions. For a given real-valued function f defined on D and a given natural number n, we are looking for a good uniform approximation to f of the form n i=1 a i , i , with , i # 8, a i # R. Two main cases are considered: (1)