• DocumentCode
    2971230
  • Title

    Networks of neural oscillators as associative memory

  • Author

    Fukai, Tomoki

  • Author_Institution
    Dept. of Electron., Tokai Univ., Kanagawa, Japan
  • Volume
    3
  • fYear
    1993
  • fDate
    25-29 Oct. 1993
  • Firstpage
    2634
  • Abstract
    Associative memory networks comprising neural oscillators are proposed. The neural oscillators are assumed to represent activities of columns in the present network models. Memory retrieval is attained by either fixed-point behaviour or phase-locking oscillations. For the latter case, phase-rotator networks are derived from the original models and are shown to have excellent retrieval ability.
  • Keywords
    associative processing; content-addressable storage; neural nets; phase locked oscillators; associative memory; fixed-point behaviour; memory retrieval; network model; neural oscillators; phase-locking oscillations; phase-rotator networks; Associative memory; Equations; Information processing; Limit-cycles; Oscillators; Stability; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
  • Print_ISBN
    0-7803-1421-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.1993.714264
  • Filename
    714264