• Title of article

    Conformality in the self-organization network Original Research Article

  • Author/Authors

    Cheng-Yuan Liou، نويسنده , , Wen-Pin Tai، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2000
  • Pages
    22
  • From page
    265
  • To page
    286
  • Abstract
    The conformality of the self-organizing network is studied in this work. We use multi-dimensional deformation analyses to interpret the self-organizing mapping. It can be shown that this mapping is quasi-conformal with a convergent deformation bound. Based on analyses, a deformation measure and a non-conformality measure are derived to indicate the evolution status of the network. These measures can serve as new criteria to evolve the network. We test these measures with simulations on surface mapping problems.
  • Keywords
    Conformality , Self-organization network , Data manifold , Deformation measure , Natural coordinate , Simplices , learning algorithm , Pattern recognition
  • Journal title
    Artificial Intelligence
  • Serial Year
    2000
  • Journal title
    Artificial Intelligence
  • Record number

    1206801