• DocumentCode
    2050182
  • Title

    A hippocampal CA3 model for temporal sequences

  • Author

    Ito, Makoto ; Miyake, Shogo ; Inawashiro, Sakari ; Kuroiwa, Jousuke ; Sawada, Yasuji

  • Author_Institution
    Res. Inst. of Electr. Commun., Tohoku Univ., Sendai, Japan
  • Volume
    2
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    771
  • Abstract
    We propose a pulse-neuron model with transmission delays for the field CA3 of the hippocampus and the new learning rule. We use temporal sequences of patterns which consist of trains of bursts. In simulations, it is shown that the model successfully learns and recalls the temporal sequences. The new learning rule works much more effectively than the Hebbian learning rule in learning temporal sequences of patterns
  • Keywords
    brain models; learning (artificial intelligence); neural nets; temporal logic; Hebbian learning; bursts; hippocampal CA3 model; hippocampus; learning rule; pulse-neuron model; temporal sequences; transmission delays; Anatomy; Art; Bismuth; Circuits; Computer aided instruction; Hippocampus; Neurons; Physiology; Psychology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Information Processing, 1999. Proceedings. ICONIP '99. 6th International Conference on
  • Conference_Location
    Perth, WA
  • Print_ISBN
    0-7803-5871-6
  • Type

    conf

  • DOI
    10.1109/ICONIP.1999.845693
  • Filename
    845693