Intelligent Systems: Approximation by Artificial Neural Networks

• Main Author: Anastassiou, George A. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Series: Intelligent Systems Reference Library, 19
• Subjects: 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...