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Neural Network Dynamics

Proceedings of the Workshop on Complex Dynamics in Neural Networks, June 17–21 1991 at IIASS, Vietri, Italy

  • J. G. Taylor
  • E. R. Caianiello
  • R. M. J. Cotterill
  • J. W. Clark

Part of the Perspectives in Neural Computing book series (PERSPECT.NEURAL)

Table of contents

  1. Front Matter
    Pages i-xii
  2. Foundations of Neural Net Dynamics

    1. Front Matter
      Pages 1-1
    2. Karl E. Kürten
      Pages 44-56
    3. Maria Marinaro
      Pages 57-74
    4. Eduardo R. Caianiello
      Pages 75-89
    5. P. C. McGuire, G. C. Littlewort, C. Pershing, J. Rafelski
      Pages 90-102
  3. Oscillatory Neural Networks

    1. Front Matter
      Pages 123-123
    2. Andreas K. Engel, Peter König, Wolf Singer
      Pages 125-139
    3. A. V. Holden, J. V. Tucker, B. C. Thompson, D. Withington, H. Zhang
      Pages 155-169
    4. Julie Hyde
      Pages 170-179
    5. Rodney M. J. Cotterill, Claus Nielsen
      Pages 180-190
    6. Galina N. Borisyuk, Roman M. Borisyuk, Alexander I. Khibnik
      Pages 208-225
    7. Ernst Niebur, Heinz G. Schuster, Daniel M. Kammen
      Pages 226-233
    8. A. Destexhe, A. Babloyantz
      Pages 234-249
    9. J. Leo van Hemmen, Wulfram Gerstner, Raphael Ritz
      Pages 250-257
    10. J. G. Taylor
      Pages 258-290
  4. Scientific Applications of Neural Networks

    1. Front Matter
      Pages 291-291
    2. John W. Clark, Srinivas Gazula, Henrik Bohr
      Pages 305-322
    3. Jochen Rau, Berndt Müller, Richard G. Palmer
      Pages 323-329
    4. C. Aberger, R. Folk, K. E. Kürten, H. Schweng
      Pages 330-338
  5. Biological Applications of Neural Networks

    1. Front Matter
      Pages 339-339
    2. Hanspeter A. Mallot, Fotios Giannakopoulos
      Pages 341-355
  6. Back Matter
    Pages 371-371

About these proceedings

Introduction

Neural Network Dynamics is the latest volume in the Perspectives in Neural Computing series. It contains papers presented at the 1991 Workshop on Complex Dynamics in Neural Networks, held at IIASS in Vietri, Italy. The workshop encompassed a wide range of topics in which neural networks play a fundamental role, and aimed to bridge the gap between neural computation and computational neuroscience. The papers - which have been updated where necessary to include new results - are divided into four sections, covering the foundations of neural network dynamics, oscillatory neural networks, as well as scientific and biological applications of neural networks. Among the topics discussed are: A general analysis of neural network activity; Descriptions of various network architectures and nodes; Correlated neuronal firing; A theoretical framework for analyzing the behaviour of real and simulated neuronal networks; The structural properties of proteins; Nuclear phenomenology; Resonance searches in high energy physics; The investigation of information storage; Visual cortical architecture; Visual processing. Neural Network Dynamics is the first volume to cover neural networks and computational neuroscience in such detail. Although it is primarily aimed at researchers and postgraduate students in the above disciplines, it will also be of interest to researchers in electrical engineering, medicine, psychology and philosophy.

Keywords

artificial intelligence associative memory behavior cognition computational neuroscience cortex memory modeling neural computation neural networks neuroscience pattern recognition philosophy physiology training

Editors and affiliations

  • J. G. Taylor
    • 1
  • E. R. Caianiello
    • 2
  • R. M. J. Cotterill
    • 3
  • J. W. Clark
    • 4
  1. 1.Centre for Neural Networks, Department of MathematicsKing’s CollegeStrand, LondonUK
  2. 2.Dipartimento di Fisica TeoricaUniversità di SalernoBaronissi (SA)Italy
  3. 3.Department of BiophysicsThe Technical University of DenmarkLyngbyDenmark
  4. 4.Department of PhysicsWashington UniversitySt LouisUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4471-2001-8
  • Copyright Information Springer-Verlag London 1992
  • Publisher Name Springer, London
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-19771-3
  • Online ISBN 978-1-4471-2001-8
  • Series Print ISSN 1431-6854
  • Buy this book on publisher's site