Stability of Back Propagation Training Algorithm for Neural Networks
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
Gardado en:
| Autor Principal: | |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
University of Baghdad, College of Science for Women
2012-12-01
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| Series: | مجلة بغداد للعلوم |
| Assuntos: | |
| Acceso en liña: | http://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/1417 |
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