• DocumentCode
    1777183
  • Title

    Biomimetic 4F2 synapse with intrinsic timescale for pulse based STDP by I-NPN selection device

  • Author

    Meshram, R. ; Rajendran, Bipin ; Ganguly, Utsav

  • Author_Institution
    Indian Inst. of Technol., Bombay, Mumbai, India
  • fYear
    2014
  • fDate
    22-25 June 2014
  • Firstpage
    69
  • Lastpage
    70
  • Abstract
    We have proposed a 4F2 synapse using I-NPN based selector with high on-off ratio as well as intrinsic timescales which are utilized to implement time correlation in a synapse for high density neuromorphic circuits. STDP based learning is demonstrated using simple pulses while is true biomimetic.
  • Keywords
    biomimetics; neural chips; pulse circuits; I-NPN selection device; STDP based learning; biomimetic 4F2 synapse; high density neuromorphic circuits; high on-off ratio; intrinsic timescale; pulse based STDP; spike timing dependent plasticity; time correlation; Correlation; Neuromorphics; Neurons; Steady-state; Timing; Transient analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Device Research Conference (DRC), 2014 72nd Annual
  • Conference_Location
    Santa Barbara, CA
  • Print_ISBN
    978-1-4799-5405-6
  • Type

    conf

  • DOI
    10.1109/DRC.2014.6872301
  • Filename
    6872301
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1777183