Title :
On the neural approach for FET small-signal modelling up to 50GHz
Author :
Zlatica Marinković;Giovanni Crupi;Alina Caddemi;Vera Marković
Author_Institution :
Faculty of Electronic Engineering, University of Niš
Abstract :
The aim of this paper is to discuss and compare two neural approaches applied in small-signal modelling of microwave FETs. One of them is completely based on artificial neural networks, while the other is a hybrid model putting together artificial neural networks and an equivalent circuit representation of a microwave transistor. Devices with different gate width are considered in this paper. Different modelling aspects are compared, with special emphasis on the model development procedure and model accuracy.
Keywords :
"Integrated circuit modeling","Artificial neural networks","Microwave circuits","Microwave FETs","Logic gates","Equivalent circuits"
Conference_Titel :
Neural Network Applications in Electrical Engineering (NEUREL), 2010 10th Symposium on
Print_ISBN :
978-1-4244-8821-6
DOI :
10.1109/NEUREL.2010.5644101
