Neural Information Processing: Research and Development

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Rajapakse, Jagath Chandana (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Wang, Lipo (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2004.
• Έκδοση: 1st ed. 2004.
• Σειρά: Studies in Fuzziness and Soft Computing, 152
• Θέματα: 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.
• Φυσική περιγραφή: 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.