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Stability of Back Propagation Training Algorithm for Neural Networks | ||
| Baghdad Science Journal | ||
| Article 1, Volume 9, Issue 4, 2012, Pages 713-719 | ||
| Author | ||
| Luma. N. M. Tawfiq | ||
| 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 | ||
| Key Words; ANN; Gradient Descent Training Algorithm; Gradient Descent with Momentum and Lyapunov Stability | ||
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