• DocumentCode
    2049485
  • Title

    Basic characteristics of hardware neuron model based on CMOS negative resistance: realization of post-inhibitory rebound firing and its application

  • Author

    Kanoh, Shin´ichiro ; Kumagai, Hayato ; Futami, R. ; Hoshimiya, Noaomu

  • Author_Institution
    Dept. of Electron. Eng., Tohoku Univ., Sendai, Japan
  • Volume
    2
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    579
  • Abstract
    We introduced and evaluated the hardware neuron model with CMOS configuration which showed negative resistance characteristics. It was shown that this model had similar properties to those of the biological neuron, and that the post-inhibitory rebound firing (PIR firing) could be reproduced by this model. It was also found that the neural oscillator, consisting of a pair of neurons with inhibitory mutual connections, could be constructed by this hardware neuron model with the help of its PIR firing property. These results show the possibility of designing a new type of neuro-chip inspired by biological neural systems
  • Keywords
    CMOS integrated circuits; negative resistance circuits; neural chips; CMOS negative resistance; biological neuron; hardware neuron model; inhibitory mutual connections; neural chip; neural oscillator; post-inhibitory rebound firing; Biological system modeling; Electronic mail; Equivalent circuits; Finite impulse response filter; Fires; Hardware; Immune system; Large scale integration; Neurons; Semiconductor device modeling;
  • 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.1999.845659
  • Filename
    845659