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Neural Computers

  • Rolf Eckmiller
  • Christoph v.d. Malsburg

Part of the Springer Study Edition book series (volume 41)

Table of contents

  1. Front Matter
    Pages I-XIII
  2. Introductory Lectures

  3. Architecture and Topology of Neural Networks: Brain vs. Computer

    1. Christoph von der Malsburg
      Pages 23-28
  4. Fault Tolerance in Biological vs. Technical Neural Networks

    1. R. Negrini, M. G. Sami, N. Scarabottolo, R. Stefanelli
      Pages 39-50
    2. Werner von Seelen, Hanspeter A. Mallot
      Pages 51-60
  5. Visual Pattern Recognition Systems

  6. Learning and Memory in Neural Network Systems

    1. I. Aleksander
      Pages 189-197
    2. Luís B. Almeida
      Pages 199-208
    3. Photios Anninos
      Pages 209-217
    4. Dominique Béroule
      Pages 219-230
    5. E. R. Caianiello, M. Marinaro, R. Tagliaferri
      Pages 243-250
    6. E. Gardner, N. Stroud, D. J. Wallace
      Pages 251-260
    7. I. Guyon, L. Personnaz, G. Dreyfus
      Pages 261-269
    8. Stefano Patarnello, Paolo Carnevali
      Pages 281-289
    9. Terrence J. Sejnowski
      Pages 291-300
  7. Motor Program Generation and Sensorimotor Coordinate Transformation

  8. Parallel Computers and Cellular Automata

    1. L. A. Akers, M. R. Walker, D. K. Ferry, R. O. Grondin
      Pages 407-416
    2. Rodney M. J. Cotterill
      Pages 425-433
    3. Robert Hecht-Nielsen
      Pages 445-453
    4. B. A. Huberman
      Pages 455-465
    5. Stuart Mackie, Hans P. Graf, Daniel B. Schwartz
      Pages 467-476
    6. David May, Roger Shepherd
      Pages 477-486
    7. M. Recce, P. C. Treleaven
      Pages 487-495

About these proceedings

Introduction

the outcome of a NATO Advanced Research Workshop (ARW) This book is held in Neuss (near Dusseldorf), Federal Republic of Germany from 28 September to 2 October, 1987. The workshop assembled some 50 invited experts from Europe, Ameri­ ca, and Japan representing the fields of Neuroscience, Computational Neuroscience, Cellular Automata, Artificial Intelligence, and Compu­ ter Design; more than 20 additional scientists from various countries attended as observers. The 50 contributions in this book cover a wide range of topics, including: Neural Network Architecture, Learning and Memory, Fault Tolerance, Pattern Recognition, and Motor Control in Brains versus Neural Computers. Twelve of these contributions are review papers. The readability of this book was enhanced by a number of measures: * The contributions are arranged in seven chapters. * A separate List of General References helps newcomers to this ra­ pidly growing field to find introductory books. * The Collection of References from all Contributions provides an alphabetical list of all references quoted in the individual con­ tributions. * Separate Reference Author and Subject Indices facilitate access to various details. Group Reports (following the seven chapters) summarize the discus­ sions regarding four specific topics relevant for the 'state of the art' in Neural Computers.

Keywords

artificial intelligence automata cognition control intelligence knowledge learning memory neural networks neuroscience pattern recognition

Editors and affiliations

  • Rolf Eckmiller
    • 1
  • Christoph v.d. Malsburg
    • 2
    • 3
  1. 1.Abteilung Biokybernetik, Institut für Physikalische BiologieUniversität DüsseldorfDüsseldorf 1Germany
  2. 2.Abteilung NeurobiologieMax-Planck-Institut für Biophysikalische ChemieNikolausberg, GöttingenGermany
  3. 3.Dept. of Computer ScienceUniversity of Southern CaliforniaLos AngelesUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-83740-1
  • Copyright Information Springer-Verlag Berlin Heidelberg 1989
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-50892-2
  • Online ISBN 978-3-642-83740-1
  • Buy this book on publisher's site