• DocumentCode
    1925035
  • Title

    Architecture research and hardware implementation on simplified neural computing system for face identification

  • Author

    Jian, Xu ; Weijun, Li ; Yanfeng, Qu ; Hong, Qin ; Shoujue, Wang

  • Author_Institution
    Inst. of Semicond., Chinese Acad. of Sci., Beijing, China
  • Volume
    2
  • fYear
    2003
  • fDate
    20-24 July 2003
  • Firstpage
    948
  • Abstract
    This paper describes a special-purpose neural computing system for face identification. The system architecture and hardware implementation are introduced in detail. An algorithm based on biomimetic pattern recognition has been embedded. For the total 1200 tests for face identification, the false rejection rate is 3.7% and the false acceptance rate is 0.7%.
  • Keywords
    biomimetics; face recognition; neural nets; biomimetic pattern recognition; face identification; false acceptance rate; false rejection rate; neural computing system; Artificial neural networks; Circuits; Computational modeling; Computer architecture; Computer networks; Concurrent computing; Hardware; Laboratories; Neurons; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2003. Proceedings of the International Joint Conference on
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-7898-9
  • Type

    conf

  • DOI
    10.1109/IJCNN.2003.1223818
  • Filename
    1223818
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1925035