• Title of article

    Stability of Back Propagation Training Algorithm for Neural Networks

  • Author/Authors

    Tawfiq, Luma. N. M. University of Baghdad - College of Education Ibn Al-Haitham - Department of Mathematics, Iraq

  • From page
    713
  • To page
    719
  • Abstract
    In this paper, we derive and prove the stability bounds of the momentum coefficient µ and the learning rate η of the back propagation updating rule in Artificial Neural Networks .The theoretical upper bound of learning rate η is derived and its practical approximation is obtained.
  • Keywords
    BP training algorithm , Ann , Gradient Descent Training Algorithm , Gradient Descent with Momentum and Lyapunov Stability .
  • Journal title
    Baghdad Science Journal
  • Journal title
    Baghdad Science Journal
  • Record number

    2690062

    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=10&DC=2690062