• DocumentCode
    3748084
  • Title

    Oxide based nanoscale analog synapse device for neural signal recognition system

  • Author

    Daeseok Lee;Jaesung Park;Kibong Moon;Junwoo Jang;Sangsu Park;Myonglae Chu;Jongin Kim;Jinwoo Noh;Moongu Jeon;Byoung Hun Lee;Boreom Lee;Byung-Geun Lee;Hyunsang Hwang

  • Author_Institution
    POSTECH, Pohang, South Korea
  • fYear
    2015
  • Abstract
    We report oxide based analog synpase for neuromorphic system. By optimizing redox reaction at the metal/oxide interface, we can obtain stable analog synapse characteristics and wafer scale switching uniformity. We have confirmed the feasibility of neuromorphic hardware system with oxide synapse array device which recognizes the electroencephalogram (EEG) signal and rat´s neural signal.
  • Keywords
    "Neuromorphics","Artificial neural networks","Electroencephalography","Switches","Hardware","Performance evaluation","Speech"
  • Publisher
    ieee
  • Conference_Titel
    Electron Devices Meeting (IEDM), 2015 IEEE International
  • Electronic_ISBN
    2156-017X
  • Type

    conf

  • DOI
    10.1109/IEDM.2015.7409628
  • Filename
    7409628
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3748084