Title :
A Highly Efficient Statistical Compact Model Parameter Extraction Scheme
Author :
Takeuchi, Kiyoshi ; Hane, Masami
Author_Institution :
System Devices Research Labs., NEC, 1120 Shimokuzawa, Sagamihara, Kanagawa 229-1198, JAPAN. E-mail: k-takeuchi@cb.jp.nec.com
Abstract :
A new method of determining statistical compact model parameters is proposed. The variations of measured device characteristics can be efficiently translated into the variations of a set of transistor model parameters. Since the target of fitting is not the I-V curves of individual samples, but the statistically analyzed results of the I-V data, the extraction is fulfilled in only one optimization step. The method is applicable to any compact model platforms. Therefore, high accuracy and efficiency can be achieved at the same time.
Keywords :
Current measurement; Curve fitting; Electronic mail; Matrix decomposition; National electric code; Parameter extraction; Personal communication networks; Principal component analysis; Singular value decomposition; Statistical analysis;
Conference_Titel :
Simulation of Semiconductor Processes and Devices, 2005. SISPAD 2005. International Conference on
Print_ISBN :
4-9902762-0-5
DOI :
10.1109/SISPAD.2005.201491