• DocumentCode
    3454748
  • Title

    Wave-based device scaling concept for brain-like energy efficiency and integration

  • Author

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

  • Author_Institution
    IBM Res. - Tokyo, Kawasaki, Japan
  • fYear
    2015
  • fDate
    8-10 July 2015
  • Firstpage
    23
  • Lastpage
    24
  • Abstract
    Aiming at achieving brain-like capabilities and efficiencies with nano-scale integration, this paper proposes a new scaling concept for wave-based neuromorphic devices. Our scaling approach shows that vg the group velocity of a signaling wave is one of the essential parameters that can account for the orders-of-magnitude gaps in the efficiency of the human brain and VLSIs for cognitive tasks.
  • Keywords
    brain; cognitive systems; integrated circuit design; nanoelectronics; neural chips; VLSI; brain like energy efficiency; cognitive task; nanoscale integration; wave based device scaling; wave based neuromorphic device; CMOS integrated circuits; Interference; Nanoscale devices; Neuromorphics; Radio frequency; Standards; Wires;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nanoscale Architectures (NANOARCH), 2015 IEEE/ACM International Symposium on
  • Conference_Location
    Boston, MA
  • Type

    conf

  • DOI
    10.1109/NANOARCH.2015.7180580
  • Filename
    7180580
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3454748