• DocumentCode
    3286982
  • Title

    A modified leaky integrator network for temporal pattern processing

  • Author

    Uchiyama, Tadasu ; Shimohara, Katsunori ; Tokunaga, Yukio

  • Author_Institution
    NTT Human Interface Lab., Kanagawa, Japan
  • fYear
    1989
  • fDate
    0-0 1989
  • Firstpage
    469
  • Abstract
    A modified leaky integrator, that is, a neuron model that generates continuous output according to its activation history, is proposed for temporal pattern processing. A modified leaky integrator network is described, and its applicability to temporal pattern processing is discussed theoretically. The learning algorithm for the modified leaky integrator network is presented, and the efficiency in temporal pattern processing is shown through simulations.<>
  • Keywords
    learning systems; neural nets; pattern recognition; activation history; learning systems; modified leaky integrator network; neural nets; neuron model; pattern recognition; temporal pattern processing; Learning systems; Neural networks; Pattern recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1989. IJCNN., International Joint Conference on
  • Conference_Location
    Washington, DC, USA
  • Type

    conf

  • DOI
    10.1109/IJCNN.1989.118621
  • Filename
    118621
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3286982