Intelligent Systems: Approximation by Artificial Neural Networks
This brief monograph is the first one to deal exclusively with the quantitative approximation by artificial neural networks to the identity-unit operator. Here we study with rates the approximation properties of the "right" sigmoidal and hyperbolic tangent artificial neural network positiv...
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| Format: | eBook |
| Language: | English |
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Berlin, Heidelberg
Springer Berlin Heidelberg
2011, 2011
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| Edition: | 1st ed. 2011 |
| Series: | Intelligent Systems Reference Library
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| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Univariate sigmoidal neural network quantitative approximation
- Univariate hyperbolic tangent neural network quantitative approximation
- Multivariate sigmoidal neural network quantitative approximation
- Multivariate hyperbolic tangent neural network quantitative approximation