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Beschreibung
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.
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.
Inhaltsverzeichnis
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.
Details
Erscheinungsjahr: 1995
Genre: Informatik, Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: viii
268 S.
ISBN-13: 9783540588436
ISBN-10: 3540588434
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Andersson, Stig I.
Redaktion: Andersson, Stig I.
Herausgeber: Stig I Andersson
Hersteller: Springer
Springer-Verlag GmbH
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 16 mm
Von/Mit: Stig I. Andersson
Erscheinungsdatum: 26.01.1995
Gewicht: 0,423 kg
Artikel-ID: 101821539