• DocumentCode
    3531933
  • Title

    Activation and competition system and universe lines algorithm

  • Author

    Buscema, Massimo ; Sacco, Pier Luigi

  • Author_Institution
    Semeion Res. Center, Rome, Italy
  • fYear
    2010
  • fDate
    12-14 July 2010
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    The Activation and Competition System (ACS), developed by Buscema in 2009 is an original algorithm that can simulate a non linear associative memory, partially inspired by Grossberg´s IAC is presented. The Universe Lines Algorithm (ULA) is an extension of ACS and developed in 2010. ULA is able to transform all the variables of an assigned dataset into a group of connected dynamical systems.
  • Keywords
    associative processing; content-addressable storage; neural nets; Buscema; Grossberg IAC; activation and competition system; connected dynamical system; nonlinear associative memory; universe lines algorithm; Artificial neural networks; Associative memory; Computational modeling; Computer architecture; Distributed computing; Frequency; ACS; Gang dataset; SOM; ULA; auto-associative neural networks; component;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Information Processing Society (NAFIPS), 2010 Annual Meeting of the North American
  • Conference_Location
    Toronto, ON
  • Print_ISBN
    978-1-4244-7859-0
  • Electronic_ISBN
    978-1-4244-7857-6
  • Type

    conf

  • DOI
    10.1109/NAFIPS.2010.5548301
  • Filename
    5548301