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Decision region approximation by polynomials or neural networks

✍ Scribed by Blackmore, K.L.; Williamson, R.C.; Mareels, I.M.Y.


Book ID
114540625
Publisher
IEEE
Year
1997
Tongue
English
Weight
170 KB
Volume
43
Category
Article
ISSN
0018-9448

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Uniform Approximation by Neural Networks
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Let D/R d be a compact set and let 8 be a uniformly bounded set of D Γ„ 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)