• DocumentCode
    303326
  • Title

    Electronic implementation for competitive neural network: a prototype

  • Author

    Ortega Cisneros, Susana ; Gomez Castaneda, Felipe ; Moreno Cadenas, Jose Antonio

  • Volume
    2
  • fYear
    1996
  • fDate
    3-6 Jun 1996
  • Firstpage
    968
  • Abstract
    Presents the circuit implementation for an electronic neural network which is composed of pulsed-neurons and pulse width weighting synaptic links, based on programmable logic devices and standard electronic parts. The resulting prototype circuit is useful for emulating in real time two-layer feedforward and competitive neural architectures as demonstrated by a two-input, three-output classification system. The technique that supports this circuit is based on both the pulse coded and the pulse-stream arithmetic methodologies
  • Keywords
    digital arithmetic; feedforward neural nets; neural chips; neural net architecture; parallel processing; programmable logic devices; real-time systems; classification system; competitive neural network; feedforward neural network; neural architectures; programmable logic devices; pulse coded arithmetic; pulse width weighting synaptic links; pulse-stream arithmetic; Arithmetic; Capacitors; Frequency; Neural networks; Neurons; Prototypes; Pulse circuits; Pulse generation; Space vector pulse width modulation; Windows;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1996., IEEE International Conference on
  • Conference_Location
    Washington, DC
  • Print_ISBN
    0-7803-3210-5
  • Type

    conf

  • DOI
    10.1109/ICNN.1996.549028
  • Filename
    549028