• DocumentCode
    3661194
  • Title

    On the dynamics of a Recurrent Hopfield Network

  • Author

    Rama Garimella;Berkay Kicanaoglu;Moncef Gabbouj

  • Author_Institution
    Department of Signal Processing, Tampere University of Technology, Finland
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    In this research paper novel real/complex valued recurrent Hopfield Neural Network (RHNN) is proposed. The method of synthesizing the energy landscape of such a network and the experimental investigation of dynamics of Recurrent Hopfield Network is discussed. Parallel modes of operation (other than fully parallel mode) in layered RHNN is proposed. Also, certain potential applications are proposed.
  • Keywords
    "Artificial neural networks","Associative memory","Hopfield neural networks","Biological system modeling"
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), 2015 International Joint Conference on
  • Electronic_ISBN
    2161-4407
  • Type

    conf

  • DOI
    10.1109/IJCNN.2015.7280504
  • Filename
    7280504
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3661194