Title :
Generalized net model for parallel optimization of feed-forward neural network with variable learning rate backpropagation algorithm
Author :
Atanassov, K. ; Krawczak, M. ; Sotirov, S.
Author_Institution :
CLBME, Bulgarian Acad. of Sci., Sofia
Abstract :
The used generalized net will give us a possibility for parallel optimization of feed-forward neural network based on assigned training pairs with variable learning rate backpropagation algorithm.
Keywords :
backpropagation; feedforward neural nets; optimisation; feed-forward neural network; generalized net model; parallel optimization; variable learning rate backpropagation algorithm; Backpropagation algorithms; Education; Equations; Feedforward neural networks; Feedforward systems; Intelligent networks; Intelligent systems; Mean square error methods; Neural networks; Neurons; Generalized Nets; Modelling; Multifactor Method; Teaching Quality;
Conference_Titel :
Intelligent Systems, 2008. IS '08. 4th International IEEE Conference
Conference_Location :
Varna
Print_ISBN :
978-1-4244-1739-1
Electronic_ISBN :
978-1-4244-1740-7
DOI :
10.1109/IS.2008.4670540
