• DocumentCode
    445870
  • Title

    Circuit implementation of multi-thresholded neuron (MTN) using BiCMOS technology

  • Author

    Zhu, Xiaolei ; Shen, Jizhong ; Chi, Baoyong ; Wang, ZhiHua

  • Author_Institution
    Dept. of Inf. Sci. & Electron. Eng., Zhejiang Univ., China
  • Volume
    1
  • fYear
    2005
  • fDate
    31 July-4 Aug. 2005
  • Firstpage
    627
  • Abstract
    By analysing the principle of multi-thresholded neurons (MTNs), a methodology is developed for designing multi-thresholded neuron circuits (MTNCs). First, two n-channel MOS transistors are employed to design the voltage-mode synapse circuit with high simplicity and linearity. Second, a BiCMOS technique based circuit named judgement-converting switch (JCS) is proposed. The JCS whose threshold is voltage-controlled current signal, provides an ability of converting the voltage signal to current signal. Based on this possibility, an approach is put forward to design multi-thresholded judgement function circuits (MTJFCs). Finally, single MTNC is designed for implementing XOR operation at switch level. Simulation results with PSPICE show that the designed circuits not only have the correct logic function but also small propagation delay.
  • Keywords
    BiCMOS integrated circuits; MOSFET; SPICE; electric potential; integrated circuit design; neural nets; BiCMOS technology; PSPICE; circuit implementation; judgement-converting switch; logic function; multithresholded judgement function circuit; multithresholded neuron circuit; n-channel MOS transistor; propagation delay; voltage-controlled current signal; voltage-mode synapse circuit; BiCMOS integrated circuits; Circuit simulation; Linearity; Logic functions; MOSFETs; Neurons; SPICE; Switches; Switching circuits; Threshold voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
  • Print_ISBN
    0-7803-9048-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.2005.1555904
  • Filename
    1555904