• DocumentCode
    3727686
  • Title

    Memristor based neuromorphic circuit for visual pattern recognition

  • Author

    P. Lorenzi;V. Sucre;G. Romano;R. Rao;F. Irrera

  • Author_Institution
    Department of Information Engineering, Electronics and Telecommunication "Sapienza" University of Rome, Italy
  • fYear
    2015
  • fDate
    11/1/2015 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    In this work a simple network composed by a first 25 sensory neurons layer and a second 10 output neuron layer connected by 250 memristor synapses is proposed. The system was simulated in PSPICE in order to recognize 5X5 pixel binary images.
  • Keywords
    "Neurons","Memristors","Neuromorphics","Pattern recognition","Image recognition","Integrated circuit modeling","Training"
  • Publisher
    ieee
  • Conference_Titel
    Memristive Systems (MEMRISYS) 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/MEMRISYS.2015.7378387
  • Filename
    7378387
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3727686