Neural approach for temperature-dependent modeling of GaN HEMTs

作者: Zlatica Marinković , Giovanni Crupi , Alina Caddemi , Gustavo Avolio , Antonio Raffo

DOI: 10.1002/JNM.2011

关键词:

摘要: … are in the field of temperature-dependent linear and noise characterization techniques for solid-state devices, cryogenic measurements and modeling of FET's and HEMT's, noise …

参考文章(33)
P.M. Watson, M. Weatherspoon, L. Dunleavy, G.L. Creech, Accurate and efficient small-signal modeling of active devices using artificial neural networks ieee gallium arsenide integrated circuit symposium. pp. 95- 98 ,(1998) , 10.1109/GAAS.1998.722636
Murat Simsek, N. Serap Sengor, A knowledge-based neuromodeling using space mapping technique: Compound space mapping-based neuromodeling: Research Articles International Journal of Numerical Modelling-electronic Networks Devices and Fields. ,vol. 21, pp. 133- 149 ,(2008) , 10.1002/JNM.V21:1/2
Giovanni Crupi, Antonio Raffo, Alina Caddemi, Giorgio Vannini, The Kink Phenomenon in the Transistor ${\rm S} _{22}$ : A Systematic and Numerical Approach IEEE Microwave and Wireless Components Letters. ,vol. 22, pp. 406- 408 ,(2012) , 10.1109/LMWC.2012.2205232
Giovanni Crupi, Dominique M. M.-P. Schreurs, Alina Caddemi, Antonio Raffo, Frederik Vanaverbeke, Gustavo Avolio, Giorgio Vannini, Walter De Raedt, In-deep insight into the extrinsic capacitance impact on GaN HEMT modeling at millimeter-wave band International Journal of Rf and Microwave Computer-aided Engineering. ,vol. 22, pp. 308- 318 ,(2012) , 10.1002/MMCE.20595
H. Taher, D. Schreurs, R. Gillon, E. Vestiel, C. van Niekerk, A. Alabadelah, B. Nauwelaers, Detecting variations of small‐signal equivalent‐circuit model parameters in the Si/SiGe HBT process with ANN International Journal of Rf and Microwave Computer-aided Engineering. ,vol. 15, pp. 102- 108 ,(2005) , 10.1002/MMCE.20056
Zlatica Marinković, Giovanni Crupi, Dominique M.M.-P. Schreurs, Alina Caddemi, Vera Marković, Microwave FinFET modeling based on artificial neural networks including lossy silicon substrate Microelectronic Engineering. ,vol. 88, pp. 3158- 3163 ,(2011) , 10.1016/J.MEE.2011.06.019
A Caddemi, F. Catalfamo, N. Donato, A neural network approach for compact cryogenic modelling of HEMTs International Journal of Electronics. ,vol. 94, pp. 877- 887 ,(2007) , 10.1080/00207210701664696
Zlatica Marinkovic, Giovanni Crupi, Alina Caddemi, Vera Markovic, On the neural approach for FET small-signal modelling up to 50GHz symposium on neural network applications in electrical engineering. pp. 89- 92 ,(2010) , 10.1109/NEUREL.2010.5644101
M. Hayati, B. Akhlaghi, An extraction technique for small signal intrinsic parameters of HEMTs based on artificial neural networks Aeu-international Journal of Electronics and Communications. ,vol. 67, pp. 123- 129 ,(2013) , 10.1016/J.AEUE.2012.07.012
Zlatica Marinković, Olivera Pronić-Rančić, Vera Marković, Small-signal and noise modeling of class of HEMTs using knowledge-based artificial neural networks International Journal of Rf and Microwave Computer-aided Engineering. ,vol. 23, pp. 34- 39 ,(2013) , 10.1002/MMCE.20631