Nonlinear Dynamical Systems Contributor(s): Sandberg (Author), Fancourt (Author), Haykin (Author) |
|
![]() |
ISBN: 0471349119 ISBN-13: 9780471349112 Publisher: John Wiley & Sons OUR PRICE: $193.75 Product Type: Hardcover - Other Formats Published: February 2001 Annotation: The first truly up-to-date look at the theory and capabilities of nonlinear dynamical systems that take the form of feedforward neural network structures Considered one of the most important types of structures in the study of neural networks and neural-like networks, feedforward networks incorporating dynamical elements have important properties and are of use in many applications. Specializing in experiential knowledge, a neural network stores and expands its knowledge base via strikingly human routes-through a learning process and information storage involving interconnection strengths known as synaptic weights. In Nonlinear Dynamical Systems: Feedforward Neural Network Perspectives, six leading authorities describe recent contributions to the development of an analytical basis for the understanding and use of nonlinear dynamical systems of the feedforward type, especially in the areas of control, signal processing, and time series analysis. Moving from an introductory discussion of the different aspects of feedforward neural networks, the book then addresses:
It then sheds light on the application of feedforward neural networks to speech processing, summarizing speech-related techniques, and reviewing feedforward neural networks from the viewpoint of fundamental design issues. An up-to-date and authoritative look at the ever-wideningtechnical boundaries and influence of neural networks in dynamical systems, this volume is an indispensable resource for researchers in neural networks and a reference staple for libraries. |
Additional Information |
BISAC Categories: - Computers | Neural Networks - Technology & Engineering | Electrical |
Dewey: 006.32 |
LCCN: 00043384 |
Series: Adaptive and Cognitive Dynamic Systems: Signal Processing, L |
Physical Information: 0.85" H x 6.02" W x 8.7" (1.30 lbs) 312 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Sechs erfahrene Autoren beschreiben in diesem Band ein Spezialgebiet der neuronalen Netze mit Anwendungen in der Signalsteuerung, Signalverarbeitung und Zeitreihenanalyse. Ein zeitgemä er Beitrag zur Behandlung nichtlinear-dynamischer Systeme! |