• DocumentCode
    314903
  • Title

    Clifford networks: novel neural architectures for multidimensional data

  • Author

    Howells, G. ; Bisset, D.L. ; Fairhurst, M.C.

  • Author_Institution
    Kent Univ., Canterbury, UK
  • Volume
    2
  • fYear
    1997
  • fDate
    14-17 Jul 1997
  • Firstpage
    670
  • Abstract
    Clifford algebra based neural networks offer an alternative model to the more traditional architectures allowing: concise abstract modelling of complex multidimensional problem domains, reduced network size compared with traditional network configurations, and improved training algorithm efficiency compared with conventional training algorithms. Colour image processing is used as an example
  • Keywords
    neural net architecture; Clifford algebra based neural networks; Clifford networks; abstract modelling; colour image processing; complex multidimensional problem domains; multidimensional data; network configuration; network size; neural architectures; training algorithm efficiency;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Image Processing and Its Applications, 1997., Sixth International Conference on
  • Conference_Location
    Dublin
  • ISSN
    0537-9989
  • Print_ISBN
    0-85296-692-X
  • Type

    conf

  • DOI
    10.1049/cp:19970979
  • Filename
    615611