Publication
Title
A fitting approach to generate symbolic expressions for linear and nonlinear analog circuit performance characteristics
Author
Abstract
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 optimization. Attention is paid to estimating the relative 'goodness-of-fit' of the generated expressions. Experimental results illustrate the capabilities of the approach.
Language
English
Source (book)
Proceedings of Design, Automation, and Test in Europe (DATE 2002) : conference and exhibition, March 4-8, 2002, Paris, France
Publication
Los alamitos : Ieee computer soc, 2002
ISSN
1530-1591
ISBN
0-7695-1472-3
Volume/pages
(2002), p. 268-273
ISI
000176953300043
Full text (Publisher's DOI)
UAntwerpen
Faculty/Department
[E?say:metaLocaldata.cgzprojectinf]
Publication type
Subject
External links
Web of Science
Record
Identification
Creation 13.02.2015
Last edited 29.07.2017