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Analysis of Dynamical and Cognitive Systems

  • Kartonierter Einband
  • 276 Seiten
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This volume constitutes the documentation of the advanced course on Analysis of Dynamical and Cognitive Systems, held during the S... Weiterlesen
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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.

Inhalt
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.

Produktinformationen

Titel: Analysis of Dynamical and Cognitive Systems
Untertitel: Advanced Course, Stockholm, Sweden, August 9 - 14, 1993. Proceedings
Editor:
EAN: 9783540588436
ISBN: 3540588434
Format: Kartonierter Einband
Herausgeber: Springer Berlin Heidelberg
Genre: Informatik
Anzahl Seiten: 276
Gewicht: 423g
Größe: H235mm x B155mm x T14mm
Jahr: 1995
Untertitel: Englisch
Auflage: 1995

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