MSM 2000
MSM 2000
Technical Proceedings of the 2000 International Conference on Modeling and Simulation of Microsystems

Characterization, Parameter Extraction, Calibration Chapter 6

Automatic Differentiation Technique in Device Model Parameter Extraction

Authors: B. Cheng, Z. Shao, L. Wang, T. Tang and Z. Yu

Affilation: Xi'an Jiaotong University,, China

Pages: 289 - 292

Keywords: automatic differentiation, parameter extraction, object oriented programming, MOSFET model

Abstract:
Automatic Differentiation (AD), based on the nonstandard analysis theory, is a new technique in computer numerical analysis. An AD based algorithm for device model parameter extraction is presented. Using this algorithm, the constrained parameter extraction for a surface potential based MOSFET drain current model was done, and the average relative error between calculated and measured current is less than 2%.

Automatic Differentiation Technique in Device Model Parameter Extraction

ISBN: 0-9666135-7-0
Pages: 741