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eLABa objektas: "Klaidos skleidimo atgal algoritmo tyrimai", 2009,D:20090630:094557-88383 |
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Medvedevas, Viktoras - Magistro baigiamojo darbo recenzentas
Dzemyda, Gintautas - Magistro baigiamojo darbo vadovas
Petkus, Tomas - Magistro baigiamojo darbo vertinimo komisijos pirmininkas
Kazlauskas, Kazys - Magistro baigiamojo darbo vertinimo komisijos narys
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Kligienė, Nerutė - Magistro baigiamojo darbo vertinimo komisijos narys
Vilniaus pedagoginis universitetas - Mokslinį laipsnį teikianti institucija
Investigation of the error back-propagation algorithm
The present work provides an in-depth analysis of the error back-propagation algorithm, as well as information on the investigation carried out. A neural network theory has been analysed in detail. For the application and analysis of the algorithm in the system Visual Studio Web Developer 2008, a program has been developed with various investigation methods, which help to research into the error of the algorithm. For training neural networks, Matlab 7.1 tools have been used. |
In the course of the investigation, a multilayer artificial neural network with one hidden layer has been analysed. For the purpose of the investigation, data on irises (plants) and air pollution have been used. Comparisons of the results obtained have been made. |
Raktažodžiai: back-propagation, algorithm, error |