• DocumentCode
    540198
  • Title

    Some experiments on learning stable network oscillations

  • Author

    Tsung, Fu-Sheng ; Cottrell, Garrison W. ; Selverston, Allen I.

  • fYear
    1990
  • fDate
    17-21 June 1990
  • Firstpage
    169
  • Abstract
    The authors focus on limit cycle experiments with neural nets, showing that it is possible for standard sigmoidal unit networks to learn stable, collective oscillations involving tens of units. The authors also model a biological network oscillator, showing that recurrent networks can help gain useful insights into the biological system. The R. Williams and D. Zipser (1989) learning algorithm was used with the teacher-forcing technique during the learning phase
  • Keywords
    biocybernetics; learning systems; neural nets; biological network oscillator; learning stable network oscillations; limit cycle; neural nets; sigmoidal unit networks; teacher-forcing technique;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1990., 1990 IJCNN International Joint Conference on
  • Conference_Location
    San Diego, CA, USA
  • Type

    conf

  • DOI
    10.1109/IJCNN.1990.137563
  • Filename
    5726524