“…Contrary to the physical and equivalent circuit models, the approach based on artificial neural networks (ANNs) allows obtaining an accurate representation of the device behavior without having to analyze the device structure or the physical processes in it. Among other applications in the field of microwaves [11][12][13][14][15][16], ANNs have been already successfully applied for small-signal and large-signal modeling of different types of high-frequency transistors, such as metal-semiconductor field effect transistor (MESFET), highelectron-mobility transistor (HEMT), metal-oxide-semiconductor field-effect transistor (MOSFET), and heterojunction bipolar transistor (HBT) [17][18][19][20][21][22][23][24][25][26][27][28][29][30] as well as FinFET transistor [31][32][33], which represents an innovative multiple-gate architecture for the downscaling of the complementary metal-oxidesemiconductor technology [34][35][36][37][38]. The present study is aimed at presenting the results achieved by using the ANNs for modeling the scattering (S-) parameters up to 50 GHz for a varactor realized in the advanced FinFET technology, which has already been represented with an equivalent circuit model [9].…”