Analysis of Dynamical and Cognitive Systems: Advanced Course, Stockholm, Sweden, August 9 - 14, 1993. Proceedings (Lecture Notes in Computer Science)

Andersson, Stig I.

ISBN 10: 3540588434 / ISBN 13: 9783540588436

Editore: Springer, 1995

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Dati bibliografici

• Titolo: Analysis of Dynamical and Cognitive Systems: Advanced Course, Stockholm, Sweden, August 9 - 14, 1993. Proceedings (Lecture Notes in Computer Science)
• Editore: Springer
• Data di pubblicazione: 1995
• Lingua: Inglese
• ISBN 10: 3540588434
• ISBN 13: 9783540588436
• Rilegatura: Paperback
• Condizione: Like New
• Tipo di libro: book

Descrizione articolo

Riassunto

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.

Contenuti

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.