A Fitting Approach to Generate Symbolic Expressions for Linear and Nonlinear Analog Circuit Performance Characteristics

Paris, France March 04-March 08

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http://doi.ieeecomputersociety.org/10.1109/DATE.2002.998283

2002 Design, Automation and Test in E ...

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	W. Daems, G. Gielen, W. Sansen, "A Fitting Approach to Generate Symbolic Expressions for Linear and Nonlinear Analog Circuit Performance Characteristics," Design, Automation and Test in Europe Conference and Exhibition, pp. 0268, 2002 Design, Automation and Test in Europe Conference and Exhibition (DATE'02), 2002.

	BibTex	x
	@article{ 10.1109/DATE.2002.998283, author = {W. Daems and G. Gielen and W. Sansen}, title = {A Fitting Approach to Generate Symbolic Expressions for Linear and Nonlinear Analog Circuit Performance Characteristics}, journal ={Design, Automation and Test in Europe Conference and Exhibition}, volume = {0}, year = {2002}, isbn = {0-7695-1471-5}, pages = {0268}, doi = {http://doi.ieeecomputersociety.org/10.1109/DATE.2002.998283}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Design, Automation and Test in Europe Conference and Exhibition TI - A Fitting Approach to Generate Symbolic Expressions for Linear and Nonlinear Analog Circuit Performance Characteristics SN - 0-7695-1471-5 SP EP A1 - W. Daems, A1 - G. Gielen, A1 - W. Sansen, PY - 2002 VL - 0 JA - Design, Automation and Test in Europe Conference and Exhibition ER -

W. Daems

G. Gielen

W. Sansen

This paper presents a novel method to automatically generate symbolic expressions for both linear and nonlinear circuit characteristics using a template-based fitting of numerical, simulated data. The aim of the method is to generate convex, interpretable expressions. The posynomiality of the generated expressions enables the use of efficient geometric programming techniques when using these expressions for circuit sizing and optimiza-tion. Attention is paid to estimating the relative 'goodness-of-fit' of the generated expressions. Experimental results illustrate the capabilities of the approach.

Citation:

W. Daems, G. Gielen, W. Sansen, "A Fitting Approach to Generate Symbolic Expressions for Linear and Nonlinear Analog Circuit Performance Characteristics," date, pp.0268, 2002 Design, Automation and Test in Europe Conference and Exhibition (DATE'02), 2002

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