E-Book Overview
The two-volume set LNCS 2686 and LNCS 2687 constitute the refereed proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003, held in Ma?, Menorca, Spain in June 2003.
The 197 revised papers presented were carefully reviewed and selected for inclusion in the book and address the following topics: mathematical and computational methods in neural modelling, neurophysiological data analysis and modelling, structural and functional models of neurons, learning and other plasticity phenomena, complex systems dynamics, cognitive processes and artificial intelligence, methodologies for net design, bio-inspired systems and engineering, and applications in a broad variety of fields.
E-Book Content
Lecture Notes in Computer Science Edited by G. Goos, J. Hartmanis, and J. van Leeuwen
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Berlin Heidelberg New York Barcelona Hong Kong London Milan Paris Tokyo
José Mira
´ Jos´e R. Alvarez (Eds.)
Artificial Neural Nets Problem Solving Methods 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003 Maó, Menorca, Spain, June 3-6, 2003 Proceedings, Part II
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Series Editors Gerhard Goos, Karlsruhe University, Germany Juris Hartmanis, Cornell University, NY, USA Jan van Leeuwen, Utrecht University, The Netherlands Volume Editors José Mira ´ Jos´e R. Alvarez Universidad Nacional de Educación a Distancia E.T.S. de Ingenier´ıa Inform´atica Departamento de Inteligencia Artificial Juan del Rosal, 16, 28040 Madrid, Spain E-mail:{jmira/jras}@dia.uned.es
Cataloging-in-Publication Data applied for A catalog record for this book is available from the Library of Congress Bibliographic information published by Die Deutsche Bibliothek Die Deutsche Bibliothek lists this publication in the Deutsche Nationalbibliographie; detailed bibliographic data is available in the Internet at .
CR Subject Classification (1998): F.1, F.2, I.2, G.2, I.4, I.5, J.3, J.4, J.1 ISSN 0302-9743 ISBN 3-540-40211-X Springer-Verlag Berlin Heidelberg New York This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, re-use of illustrations, recitation, broadcasting, reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer-Verlag. Violations are liable for prosecution under the German Copyright Law. Springer-Verlag Berlin Heidelberg New York a member of BertelsmannSpringer Science+Business Media GmbH http://www.springer.de © Springer-Verlag Berlin Heidelberg 2003 Printed in Germany Typesetting: Camera-ready by author, data conversion by DA-TeX Gerd Blumenstein Printed on acid-free paper SPIN: 10927830 06/3142 543210
Preface
The global purpose of IWANN conferences has been to provide a broad and interdisciplinary forum for the interplay between neuroscience and computation. Our dream has been, and still is: (1) find ways to understand the physiological, symbolic and cognitive nature of the nervous system (NS) with the help of computational and engineering tools; and (2) find rich and insightful sources of inspiration in biology, to develop new materials, mechanisms and problemsolving methods (PSM) of value in engineering and computation. As all of us know well, this dream started with the Ancient Greeks, reappeared in the foundational stage of neurocybernetics and bionics, and is now broadly accepted in the scientific community under different labels such as computational neuroscience (CN) and artificial neural nets (ANN), or genetic algorithms and