• DocumentCode
    2048010
  • Title

    Novel electronic hardware for pulse-mode neural circuits

  • Author

    Roenker, Kenneth P. ; Song, Chungkun

  • Author_Institution
    Dept. of Electr. & Comput. Eng. & Comput. Sci., Cincinnati Univ., OH, USA
  • Volume
    1
  • fYear
    1996
  • fDate
    18-21 Aug 1996
  • Firstpage
    505
  • Abstract
    A new approach to the electronic hardware implementation of pulse-mode neural circuits is described that is not based on the use of conventional transistors, but on a novel semiconductor device called a Multi-Quantum Well Injection Mode Diode (MQW-IMD). Described is the physics of the device´s operation and the device´s use in simple circuits which exhibit neural-like characteristics, i.e. pulse generation, a sigmoidal frequency-bias characteristic, and input signal integration and summation over multiple inputs with synaptic weighting including both excitatory and inhibitory capabilities. Preliminary experimental and simulation results are described
  • Keywords
    neural nets; pulse circuits; semiconductor diodes; semiconductor quantum wells; electronic hardware; multi quantum well injection mode diode; pulse-mode neural circuit; semiconductor device; sigmoidal frequency-bias characteristic; signal integration; signal summation; synaptic weighting; Electrons; Frequency; Hardware; Nerve fibers; Physics; Pulse amplifiers; Pulse circuits; Quantum well devices; Semiconductor diodes; Threshold voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1996., IEEE 39th Midwest symposium on
  • Conference_Location
    Ames, IA
  • Print_ISBN
    0-7803-3636-4
  • Type

    conf

  • DOI
    10.1109/MWSCAS.1996.594213
  • Filename
    594213