Stability of Back Propagation Training Algorithm for Neural Networks

Baghdad Science Journal

关键词: " BP training algorithm , Ann , Gradient Descent Training Algorithm , Gradient Descent with Momentum andLyapunov Stability .";   

DOI  :  10.21123/bsj.9.4.713-719

来源: DOAJ

【 摘 要 】

In this paper, we derive and prove the stability bounds of the momentum coefficient µ and the learning rate ? of the back propagation updating rule in Artificial Neural Networks .The theoretical upper bound of learning rate ? is derived and its practical approximation is obtained

【 授权许可】

Unknown