• DocumentCode
    478714
  • Title

    Generalized net model for parallel optimization of feed-forward neural network with variable learning rate backpropagation algorithm

  • Author

    Atanassov, K. ; Krawczak, M. ; Sotirov, S.

  • Author_Institution
    CLBME, Bulgarian Acad. of Sci., Sofia
  • Volume
    2
  • fYear
    2008
  • fDate
    6-8 Sept. 2008
  • Abstract
    The used generalized net will give us a possibility for parallel optimization of feed-forward neural network based on assigned training pairs with variable learning rate backpropagation algorithm.
  • Keywords
    backpropagation; feedforward neural nets; optimisation; feed-forward neural network; generalized net model; parallel optimization; variable learning rate backpropagation algorithm; Backpropagation algorithms; Education; Equations; Feedforward neural networks; Feedforward systems; Intelligent networks; Intelligent systems; Mean square error methods; Neural networks; Neurons; Generalized Nets; Modelling; Multifactor Method; Teaching Quality;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems, 2008. IS '08. 4th International IEEE Conference
  • Conference_Location
    Varna
  • Print_ISBN
    978-1-4244-1739-1
  • Electronic_ISBN
    978-1-4244-1740-7
  • Type

    conf

  • DOI
    10.1109/IS.2008.4670540
  • Filename
    4670540
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=478714