Analysis of Dynamical and Cognitive Systems
Advanced Course, Stockholm, Sweden, August 9 - 14, 1993. Proceedings
Published on 26. January 1995
Book
Paperback/Softback
VIII, 268 pages
978-3-540-58843-6 (ISBN)
Description
This volume constitutes the documentation of the advanced course on Analysis of Dynamical and Cognitive Systems, held during the Summer University of Southern Stockholm in Stockholm, Sweden in August 1993.
The volume contains eight carefully revised full versions of the invited three-to-four hour presentations as well as two abstracts. As a consequence of the interdisciplinary topic, several aspects of dynamical and cognitive systems are addressed: there are three papers on computability and undecidability, five tutorials on diverse aspects of universal cellular neural networks, and two presentations on dynamical systems and complexity.
The volume contains eight carefully revised full versions of the invited three-to-four hour presentations as well as two abstracts. As a consequence of the interdisciplinary topic, several aspects of dynamical and cognitive systems are addressed: there are three papers on computability and undecidability, five tutorials on diverse aspects of universal cellular neural networks, and two presentations on dynamical systems and complexity.
More details
Series
Edition
1995 ed.
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
VIII, 268 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 16 mm
Weight
423 gr
ISBN-13
978-3-540-58843-6 (9783540588436)
DOI
10.1007/3-540-58843-4
Schweitzer Classification
Content
The limits of mathematics course outline and software.- Historical background of Gödel's theorem.- A formal scheme for avoiding undecidable problems. Applications to chaotic behavior characterization and parallel computation.- Cellular neural networks - A tutorial on programmable nonlinear dynamics in space.- Neural coding: A theoretical vista of mechanisms, techniques, and applications.- Hebbian unlearning.- Mapping discounted and undiscounted Markov Decision Problems onto Hopfield neural networks.- "Blob" analysis of biomedical image sequences: A model-based and an inductive approach.- Simplicity criteria for dynamical systems.- Analysis of dynamical systems using predicate transformers: Attraction and composition.