Title :
Using artificial neural networks for development of microwave devices
Author :
Adamenko, V.A. ; Mirskikh, G.A.
Author_Institution :
Radioeng. Fac., NTUU KPI, Kiev, Ukraine
Abstract :
The advantages of neural networks application for the development of microwave devices are considered. Expedience of problems solution related to the approximation peculiarities of the microwave devices characteristics using neural networks ensemble is validated. Ensemble architecture for characteristics approximation is proposed.
Keywords :
microwave devices; neural nets; approximation peculiarities; artificial neural networks; ensemble architecture; microwave devices; Approximation methods; Artificial neural networks; Mathematical model; Microwave filters; Training;
Conference_Titel :
Microwave and Telecommunication Technology (CriMiCo), 2012 22nd International Crimean Conference
Conference_Location :
Sevastopol, Crimea
Print_ISBN :
978-1-4673-1199-1
