Statistical Mechanics of Neural Networks

Proceedings of the Xlth Sitges Conference Sitges, Barcelona, Spain, 3–7 June 1990

  • Editors
  • Luis Garrido
Conference proceedings

Part of the Lecture Notes in Physics book series (LNP, volume 368)

Table of contents

  1. Front Matter
  2. L. F. Abbott, Thomas B. Kepler
    Pages 5-18
  3. B. Schürmann, J. Hollatz, U. Ramacher
    Pages 49-63
  4. Carme Torras i Genís
    Pages 65-79
  5. Alessandro Treves, Edmund T Rolls
    Pages 81-95
  6. L. Viana, E. Cota, C. Martinez
    Pages 97-104
  7. K. Y. M. Wong, D Sherrington
    Pages 105-119
  8. J. Bernasconi
    Pages 121-136
  9. J. A. Hertz
    Pages 137-153
  10. Stam Nicolis
    Pages 155-166
  11. C. J. Pérez Vicente
    Pages 167-174
  12. Prieto A., Martin-Smith P., Merelo J. J., Pelayo F. J., Ortega J., Fernandez F. J. et al.
    Pages 189-204
  13. Paul Erdös, Ernst Niebur
    Pages 253-267
  14. K. Gustafson
    Pages 269-285
  15. Nicolas Sourlas
    Pages 317-330
  16. Tamás Geszti, István Csabai, Ferenc Czakó, Tamás Szakács, Roger Serneels, Gábor Vattay
    Pages 341-349
  17. Laurent Bochereau, Paul Bourgine, Guillaume Deffuant
    Pages 351-363
  18. D. Bolle, P. Dupont
    Pages 365-379
  19. J. Marro, P. L. Garrido
    Pages 397-409
  20. Sanjeev B. Ahuja, Woo-Young Soh
    Pages 425-440
  21. José R. Dorronsoro, Vicente López
    Pages 441-448
  22. M. A. Virasoro
    Pages 449-460
  23. Back Matter

About these proceedings


Combined for researchers and graduate students the articles from the Sitges Summer School together form an excellent survey of the applications of neural-network theory to statistical mechanics and computer-science biophysics. Various mathematical models are presented together with their interpretation, especially those to do with collective behaviour, learning and storage capacity, and dynamical stability.


Lernvorgänge behavior dynamische Stabilität learning neural networks neuronale Netze

Bibliographic information

  • DOI
  • Copyright Information Springer-Verlag 1990
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-53267-5
  • Online ISBN 978-3-540-46808-0
  • Series Print ISSN 0075-8450
  • Series Online ISSN 1616-6361
  • Buy this book on publisher's site