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The construction and approximation of some neural networks operators

โœ Scribed by Zhi-xiang Chen; Fei-long Cao; Jian-wei Zhao


Book ID
113089969
Publisher
SP Editorial Committee of Applied Mathematics - A Journal of Chinese Universities
Year
2012
Tongue
English
Weight
155 KB
Volume
27
Category
Article
ISSN
1005-1031

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โœ Feilong Cao; Shaobo Lin; Zongben Xu ๐Ÿ“‚ Article ๐Ÿ“… 2010 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 268 KB

In this paper, we construct two types of feed-forward neural networks (FNNs) which can approximately interpolate, with arbitrary precision, any set of distinct data in the metric space. Firstly, for analytic activation function, an approximate interpolation FNN is constructed in the metric space, an