Title :
New neural models of microwave transistor noise parameters based on bias conditions
Author :
Markovic, V. ; Marinkovic, Z. ; Milovanovic, B.
Author_Institution :
Fac. of Electron. Eng., Nis Univ., Serbia
fDate :
6/24/1905 12:00:00 AM
Abstract :
The new results of neural modeling of transistor noise parameters are presented in this paper. The previous authors´ modeling efforts have yielded neural models of transistor noise parameters´ dependence on frequency and bias conditions. In order to improve this modeling, especially modeling of parameters with irregular behaviour, the scattering parameters are introduced as neural model inputs.
Keywords :
S-parameters; electronic engineering computing; microwave transistors; multilayer perceptrons; semiconductor device models; semiconductor device noise; bias conditions; frequency dependence; irregular parameter behaviour; microwave transistor noise parameters; multilayer perceptron neural network; neural model inputs; neural models; scattering parameters; Frequency; Microwave transistors; Multi-layer neural network; Multilayer perceptrons; Neural networks; Neurons; Noise measurement; Scattering parameters; Time factors; Time measurement;
Conference_Titel :
Microelectronics, 2002. MIEL 2002. 23rd International Conference on
Print_ISBN :
0-7803-7235-2
DOI :
10.1109/MIEL.2002.1003198