• DocumentCode
    3734848
  • Title

    Wave-based neuromorphic computing framework for brain-like energy efficiency and integration

  • Author

    Y. Katayama;T. Yamane;D. Nakano;R. Nakane;G. Tanaka

  • Author_Institution
    IBM Research - Tokyo, Kawasaki, Kanagawa 212-0032, Japan
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    1210
  • Lastpage
    1213
  • Abstract
    We present a framework of wave-based neuromorphic computing aiming at brain-like capabilities and efficiencies with nano-scale device integration. We take advantage of the unique nature of elastic wave dynamics in both computations and the IO communications in between as a means to efficiently implement and execute neuromorphic computing. We point out that the group velocity of a wave is one of the essential design parameters.
  • Keywords
    "Neuromorphics","Media","CMOS integrated circuits","Reservoirs","Nanobioscience","Nanoscale devices","Logic gates"
  • Publisher
    ieee
  • Conference_Titel
    Nanotechnology (IEEE-NANO) , 2015 IEEE 15th International Conference on
  • Type

    conf

  • DOI
    10.1109/NANO.2015.7388846
  • Filename
    7388846