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Title: Calculations of characteristics of microwave devices using artificial neural networks
Authors: Katkevičius, Andrius
Mališauskas, Vacius
Plonis, Darius
Serackis, Artūras
Keywords: |a Neural networks
Waveguides
Helical structures
Frequency characteristics
Issue Date: 2012
Publisher: SIGMA-NOT
Citation: Katkevičius, A.; Mališauskas, V.; Plonis, D.; Serackis, A. 2012. Calculations of characteristics of microwave devices using artificial neural networks, Przegląd elektrotechniczny = Electrical review. Warsaw : Wydawnictwo SIGMA-NOT.88(1a): 281-285
Series/Report no.: 88;1a
Abstract: Using analytical iterative methods, simulation of microwave devices is complicated: computing time is relatively long, sophisticated models are used for simulations. Possibilities to improve simulation process were discovered using the method based on artificial neural networks. An example of the algorithm, which allows the transition from iterative calculations to neural networks and allows to avoid some modelling problems arising from the iterative calculations, is proposed in this paper.
URI: http://dspace.vgtu.lt/handle/1/2177
ISSN: 0033-2097
Appears in Collections:Moksliniai straipsniai / Research articles

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