Investigation of the Transition Mechanism to Chaos in Multilayer Neural Networks

2021 ◽  
Author(s):  
Serhiy Sveleba ◽  
Ivan Katerynchuk ◽  
Ivan Kuno ◽  
Natalia Sveleba ◽  
Ostap Semotyjuk
Keyword(s):  
Neural Networks ◽  
Transition Mechanism ◽  
Multilayer Neural Networks

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.

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