• DocumentCode
    2233950
  • Title

    A new learning algorithm for Hopfield neural network to cope retrieving the stored pattern in a reversed color state problem

  • Author

    Aiyal, Ali Shanoon ; Abdulqader, Ayad Hussain ; Wan, Tat-Chee ; Obeed, Wafaa Nassar

  • Author_Institution
    Nat. Adv. IPv6 Center of Excellent (NAv6), Univ. Sains Malaysia (USM), Nibong Tebal, Malaysia
  • Volume
    2
  • fYear
    2010
  • fDate
    20-22 Aug. 2010
  • Abstract
    The aim beyond this paper is to developing the learning process in the Hopfield net for its important net through which many other networks have been developed, we suggest a certain algorithm for the learning process, the suggested algorithm has rid from one of limitations in the Hopfield net which is retrieving the stored pattern in a reversed color state (each black pixel will be white and vice versa).
  • Keywords
    Hopfield neural nets; learning (artificial intelligence); Hopfield neural network; learning algorithm; reversed color state problem; stored pattern retrieval; Color; Energy function; Hopfield Neural Network; Learning algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
  • Conference_Location
    Chengdu
  • ISSN
    2154-7491
  • Print_ISBN
    978-1-4244-6539-2
  • Type

    conf

  • DOI
    10.1109/ICACTE.2010.5579801
  • Filename
    5579801