DocumentCode
1875048
Title
Generalized net model for parallel optimization of multilayer neural network with time limit
Author
Krawczak, Maciej ; Sotirov, Sotir ; Sotirova, Evdokia
Author_Institution
Higher Sch. of Appl. Inf. & Manage., Warsaw, Poland
fYear
2012
fDate
6-8 Sept. 2012
Firstpage
173
Lastpage
177
Abstract
The used generalized net will give us a possibility for parallel optimization of multilayer perceptron based on assigned training pairs with momentum backpropagation algorithm. Here we propose optimization with time limit.
Keywords
Petri nets; backpropagation; multilayer perceptrons; optimisation; generalized net model; momentum backpropagation algorithm; multilayer neural network; multilayer perceptron; parallel optimization; time limit; training pairs; Artificial neural networks; Backpropagation; Biological neural networks; Neurons; Optimization; Training; Generalized Nets; Modelling; Momentum Backpropagation; Neural network;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems (IS), 2012 6th IEEE International Conference
Conference_Location
Sofia
Print_ISBN
978-1-4673-2276-8
Type
conf
DOI
10.1109/IS.2012.6335211
Filename
6335211
Link To Document