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Modular neural networks for non-linearity recovering by the Haar approximation

✍ Scribed by Z. Hasiewicz

Book ID
108458306
Publisher
Elsevier Science
Year
2000
Tongue
English
Weight
574 KB
Volume
13
Category
Article
ISSN
0893-6080

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In this paper, we give a universal approach to approximation of non-linear functionals and so called myopic input-output maps by neural network-like architectures. Strong theorems on equi-uniform approximation to functionals in abstract spaces are given. As applications, theorems on identification o