• DocumentCode
    3441639
  • Title

    A new non competitive unsupervised neural network for clustering

  • Author

    Acciani, G. ; Chiarantoni, E. ; Minenna, M.

  • Author_Institution
    Dipartimento di Elettrotecnica ed Elettronica, Bari Univ., Italy
  • Volume
    6
  • fYear
    1994
  • fDate
    30 May-2 Jun 1994
  • Firstpage
    273
  • Abstract
    In this paper a new unsupervised neural network, characterized by the absence of competition between its elements, is introduced. The kernel of this network is a new neural unit able to perform clustering even acting alone. It is shown how this network overcomes some of the major drawbacks of classical unsupervised competitive architectures
  • Keywords
    neural nets; pattern recognition; unsupervised learning; clustering; input pattern; network kernel; neural unit; noncompetitive unsupervised neural network; Data mining; Data structures; Kernel; Neural networks; Neurofeedback; Neurons; Output feedback; Stability; Target recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1994. ISCAS '94., 1994 IEEE International Symposium on
  • Conference_Location
    London
  • Print_ISBN
    0-7803-1915-X
  • Type

    conf

  • DOI
    10.1109/ISCAS.1994.409579
  • Filename
    409579
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3441639