• DocumentCode
    1458327
  • Title

    Against the convergence of the minor component analysis neurons

  • Author

    Taleb, Anisse ; Cirrincione, Giansalvo

  • Author_Institution
    LIS-INPG, Grenoble, France
  • Volume
    10
  • Issue
    1
  • fYear
    1999
  • fDate
    1/1/1999 12:00:00 AM
  • Firstpage
    207
  • Lastpage
    210
  • Abstract
    We investigate the dynamical behavior of some linear neurons devised for the minor component analysis. Contrary to their convergence theorems, our analysis reveals the existence of a divergence in a finite time
  • Keywords
    approximation theory; differential equations; eigenvalues and eigenfunctions; learning (artificial intelligence); neural nets; signal processing; stochastic processes; convergence; differential equation; divergence; eigenvalues; linear neurons; minor component analysis; neural nets; stochastic approximation; Artificial neural networks; Clustering algorithms; Convergence; Joints; Neural networks; Neurons; Pattern recognition; Power capacitors; Self organizing feature maps; Statistics;
  • fLanguage
    English
  • Journal_Title
    Neural Networks, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9227
  • Type

    jour

  • DOI
    10.1109/72.737511
  • Filename
    737511
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1458327