Applications of Neural Networks to Adaptive Training Networks

1992 ◽  
Author(s):  
Peter L. Rothman
Keyword(s):  
Neural Networks ◽  
Adaptive Training

scholarly journals SOME METHODS OF ADAPTIVE MULTILAYER NEURAL NETWORKS TRAINING

2014 ◽  
pp. 99-106
Author(s):  
Leonid Makhnist ◽  
Nikolaj Maniakov ◽  
Nikolaj Maniakov
Keyword(s):  
Neural Networks ◽  
Basic Concept ◽  
Gradient Descent ◽  
Descent Method ◽  
Gradient Descent Method ◽  
New Techniques ◽  
Adaptive Training ◽  
Multilayer Neural Networks

Is proposed two new techniques for multilayer neural networks training. Its basic concept is based on the gradient descent method. For every methodic are showed formulas for calculation of the adaptive training steps. Presented matrix algorithmizations for all of these techniques are very helpful in its program realization.

An adaptive training algorithm for back-propagation neural networks

1995 ◽  
Vol 25 (3) ◽  
pp. 512-514 ◽  
Author(s):  
Hsi-Chin Hsin ◽  
Ching-Chung Li ◽  
Mingui Sun ◽  
R.J. Sclabassi
Keyword(s):  
Neural Networks ◽  
Back Propagation ◽  
Training Algorithm ◽  
Adaptive Training ◽  
Back Propagation Neural Networks
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