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

fYear

1997

fDate

2-5 Dec 1997

Firstpage

853

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Microwave Conference Proceedings, 1997. APMC '97, 1997 Asia-Pacific

Print_ISBN

962-442-117-X

Type

conf

DOI

10.1109/APMC.1997.654676

Filename

654676

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=320543