Neural Information Processing: Research and Development

• Corporate Author: SpringerLink (Online service)
• Other Authors: Rajapakse, Jagath Chandana (Editor, http://id.loc.gov/vocabulary/relators/edt), Wang, Lipo (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2004.
• Edition: 1st ed. 2004.
• Series: Studies in Fuzziness and Soft Computing, 152
• Subjects: Applied mathematics.; Engineering mathematics.; Artificial intelligence.; Mathematical optimization.; Statistical physics.; Dynamical systems.; Mathematical and Computational Engineering.; Artificial Intelligence.; Optimization.; Complex Systems.; Statistical Physics and Dynamical Systems.
• Physical Description: IX, 478 p. online resource.
• ISBN: 9783540399353
• ISSN: 1434-9922 ;
• DOI: 10.1007/978-3-540-39935-3

This monograph presents a careful collection of recent research and developments in the field of neural information processing. This includes investigations in the functioning and engineering of biological neural networks and applications of artificial neural networks for solving real-world problems. The book is organized in three parts, architectures, learning algorithms and applications, with a variety of different examples and case studies from different fields such as the visual system, object detection, financial time series prediction, the auditory cortex, and robot manipulator control.