Title :
Creating neural network based microwave circuit models for analysis and synthesis
Author :
Vai, Mankuan ; Wu, Shuichi ; Bin Li ; Prasad, Sheila
Author_Institution :
Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
Abstract :
We have previously developed a process to synthesize microwave circuits with a neural network learning process. In this paper we describe a systematic approach to convert conventional circuit models into neural network models for our reverse modeling process. The development of an HBT amplifier model and its applications are demonstrated
Keywords :
circuit CAD; circuit analysis computing; microwave circuits; neural nets; HBT amplifier model; microwave circuit models; neural network models; reverse modeling process; Circuit analysis; Circuit synthesis; Feedforward neural networks; Feedforward systems; Microwave circuits; Microwave devices; Multi-layer neural network; Network synthesis; Neural networks; Predictive models;
Conference_Titel :
Microwave Conference Proceedings, 1997. APMC '97, 1997 Asia-Pacific
Print_ISBN :
962-442-117-X
DOI :
10.1109/APMC.1997.654676
