Nonlinear Dynamical Systems
Feedforward Neural Network Perspectives

Irwin W. Sandberg (Author), James T. Lo (Author), Craig L. Fancourt (Author), José C. Principe (Author), Shigeru Katagiri (Author), Simon Haykin (Author)

9780471349112, Wiley

Hardback, published 23 January 2001

312 pages
24.1 x 16.4 x 2.1 cm, 0.59 kg

"…an interesting book, useful for researchers in network theory…" (Dynamical Systems Magazine, July 2006)

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!

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.

Subject Areas: Electronics & communications engineering [TJ]