• DocumentCode
    3231933
  • Title

    A CMOS neuron for VLSI circuit implementation of pulsed neural networks

  • Author

    Liu, Bo ; Frenzel, James F.

  • Author_Institution
    MRC Inst., Idaho Univ., Moscow, ID, USA
  • Volume
    4
  • fYear
    2002
  • fDate
    5-8 Nov. 2002
  • Firstpage
    3182
  • Abstract
    This article presents a CMOS implementation of a biologically-inspired neuron. The neuron accommodates multiple excitatory and inhibitory inputs with digital weights and generates a pulse-width modulated output waveform of constant frequency based on the level of activation. The behavior of this implementation is demonstrated and it is shown that combinations of neurons form a complete logic set for realizing Boolean functions.
  • Keywords
    Boolean functions; CMOS integrated circuits; VLSI; neural nets; pulse width modulation; Boolean functions; CMOS neuron; VLSI circuit implementation; biologically-inspired neuron; constant frequency; digital weights; logic set; multiple excitatory inputs; multiple inhibitory inputs; pulse-width modulated output waveform; pulsed neural networks; Boolean functions; Digital modulation; Frequency; Neural networks; Neurons; Pulse circuits; Pulse generation; Pulse modulation; Space vector pulse width modulation; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IECON 02 [Industrial Electronics Society, IEEE 2002 28th Annual Conference of the]
  • Print_ISBN
    0-7803-7474-6
  • Type

    conf

  • DOI
    10.1109/IECON.2002.1182906
  • Filename
    1182906