Analysis of Dynamical and Cognitive Systems : Advanced Course, Stockholm, Sweden, August 9 - 14, 1993. Proceedings. 1st ed. 1995

種類:

電子ブック

責任表示:

edited by Stig I. Andersson

出版情報:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1995

著者名:

• Andersson, Stig I.
• SpringerLink (Online service)

シリーズ名:

Lecture Notes in Computer Science ; 888

ISBN:

9783540491132 [3540491139]    

注記:

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.
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.

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