Adaptive training of multilayer neural networks using a least squares estimation technique

1988 ◽  
Author(s):  
Kollias ◽  
Anastassiou
Keyword(s):  
Neural Networks ◽  
Least Squares ◽  
Least Squares Estimation ◽  
Estimation Technique ◽  
Adaptive Training ◽  
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.

Least squares estimation technique of Cole-Cole parameters from step response

2012 ◽  
Vol 48 (13) ◽  
pp. 752 ◽  
Author(s):  
T.J. Freeborn ◽  
B. Maundy ◽  
A.S. Elwakil
Keyword(s):  
Least Squares ◽  
Least Squares Estimation ◽  
Step Response ◽  
Estimation Technique
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