Intelligent Systems: Approximation by Artificial Neural Networks

• Κύριος συγγραφέας: Anastassiou, George A. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Σειρά: Intelligent Systems Reference Library, 19
• Θέματα: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Applications of Mathematics.

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...

Πίνακας περιεχομένων:

• 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.