• DocumentCode
    3499390
  • Title

    A new analog implementation of the Kohonen neural network

  • Author

    Wu, Chung-Yu ; Kuo, Wen-Kai

  • Author_Institution
    Dept. of Electron. Eng., National Chiao-Tung Univ., Hsin-Chu, Taiwan
  • fYear
    1993
  • fDate
    1993
  • Firstpage
    262
  • Lastpage
    266
  • Abstract
    A new circuit implementation of the Kohonen neural networks is proposed. A novel winner-take-all circuit is developed and digital counters are used to store and update the weights. An experimental chip of this system has been fabricated by 1.2 mu m CMOS technology. A architecture is also proposed for these chips to be combined together to form a larger net.
  • Keywords
    CMOS integrated circuits; linear integrated circuits; neural chips; 1.2 micron; CMOS technology; Kohonen neural networks; VLSI; analog implementation; digital counters; winner-take-all circuit; Analog integrated circuits; Artificial neural networks; Biological neural networks; CMOS technology; Counting circuits; Laboratories; Neural networks; Neurons; Organizing; Signal mapping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    VLSI Technology, Systems, and Applications, 1993. Proceedings of Technical Papers. 1993 International Symposium on
  • Conference_Location
    Taipei, Taiwan
  • ISSN
    1524-766X
  • Print_ISBN
    0-7803-0978-2
  • Type

    conf

  • DOI
    10.1109/VTSA.1993.263658
  • Filename
    263658
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3499390