Creating Brain-Like Intelligence From Basic Principles to Complex In
This state-of-the-art-survey documents the scientific outcome of the International Symposium „Creating Brain-Like Intelligence", which took place in Hohenstein, Germany, in February 2007. It presents an introduction to this emerging interdisciplinary fiel
- PDF / 59,846,716 Bytes
- 359 Pages / 430 x 660 pts Page_size
- 110 Downloads / 192 Views
Subseries of Lecture Notes in Computer Science
5436
Bernhard Sendhoff Edgar Körner Olaf Sporns Helge Ritter Kenji Doya (Eds.)
Creating Brain-Like Intelligence From Basic Principles to Complex Intelligent Systems
13
Series Editors Randy Goebel, University of Alberta, Edmonton, Canada Jörg Siekmann, University of Saarland, Saarbrücken, Germany Wolfgang Wahlster, DFKI and University of Saarland, Saarbrücken, Germany Volume Editors Bernhard Sendhoff Edgar Körner Honda Research Institute Europe GmbH 63073 Offenbach/Main, Germany E-mail: {bs,edgar.koerner}@honda-ri.de Olaf Sporns Indiana University, Dept. of Psychological and Brain Sciences Bloomington, IN 47405, USA E-mail: [email protected] Helge Ritter Bielefeld University, Neuroinformatics Group 33615 Bielefeld, Germany E-mail: [email protected] Kenji Doya Okinawa Institute of Science and Technology, Neural Computation Unit Okinawa 904-2234, Japan E-mail: [email protected] The cover illustration is the work of Dr. Frank Joublin, Honda Research Institute Europe GmbH Library of Congress Control Number: Applied for CR Subject Classification (1998): I.2, F.1, I.2.10, I.4, I.5, J.3-4, H.5.2 LNCS Sublibrary: SL 7 – Artificial Intelligence ISSN ISBN-10 ISBN-13
0302-9743 3-642-00615-9 Springer Berlin Heidelberg New York 978-3-642-00615-9 Springer 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. Violations are liable to prosecution under the German Copyright Law. springer.com © Springer-Verlag Berlin Heidelberg 2009 Printed in Germany Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, India Printed on acid-free paper SPIN: 12619917 06/3180 543210
Preface
The International Symposium Creating Brain-Like Intelligence was held in February 2007 in Germany. The symposium brought together notable scientists from different backgrounds and with different expertise related to the emerging field of brain-like intelligence. Our understanding of the principles behind brain-like intelligence is still limited. After all, we have had to acknowledge that after tremendous advances in areas like neural networks, computational and artificial intelligence (a field that had just celebrated its 50 year anniversary) and fuzzy systems, we are still not able to mimic even the lower-level sensory capabilities of humans or animals. We asked what the biggest obstacles are and how we could gain ground toward a scientific understanding of the autonomy, flexibility, and robustness of intelligent biological systems as they strive to survive. New principles are u
