Irwin W. Sandberg, James T. Lo, Craig L. Fancourt

Nonlinear Dynamical Systems

Feedforward Neural Network Perspectives
By Irwin Sandberg, James T. Lo, Craig L. Fancourt, et al.

• Gebundenes Buch

Produktbeschreibung

Sechs erfahrene Autoren beschreiben in diesem Band ein Spezialgebiet der neuronalen Netze mit Anwendungen in der Signalsteuerung, Signalverarbeitung und Zeitreihenanalyse. Ein zeitgemäßer Beitrag zur Behandlung nichtlinear-dynamischer Systeme!

Produktdetails

• Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control
• Verlag: Wiley & Sons
• 1. Auflage
• Seitenzahl: 312
• Erscheinungstermin: 21. Februar 2001
• Englisch
• Abmessung: 240mm x 161mm x 21mm
• Gewicht: 594g
• ISBN-13: 9780471349112
• ISBN-10: 0471349119
• Artikelnr.: 09561800

Autorenporträt

IRWIN W. SANDBERG is a chaired professor at the University of Texas at Austin. JAMES T. LO teaches in the Department of Mathematics and Statistics, University of Maryland. CRAIG L. FANCOURT is a member of the Adaptive Image and Signal Processing Group at the Sarnoff Corp. in Princeton, New Jersey. JOSE C. PRINCIPE is BellSouth Professor in the Electrical and Computer Engineering Department at the University of Florida, Gainesville. SHIGERU KATAGIRI leads research on speech and hearing at NTT Communication Science Laboratories, Kyoto, Japan. SIMON HAYKIN teaches at McMaster University in Hamilton, Ontario, Canada. He has authored or coauthored over a dozen Wiley titles.

Inhaltsangabe

Preface. Feedforward Neural Networks: An Introduction (S. Haykin). Uniform
Approximation and Nonlinear Network Structures (I. Sandberg). Robust Neural
Networks (J. Lo). Modeling, Segmentation, and Classification of Nonlinear
Nonstationary Time Series (C. Fancourt & J. Principe). Application of
Feedforward Networks to Speech (S. Katagiri). Index.