Title :
Area Scaling for Backend Dielectric Breakdown
Author :
Milor, Linda ; Hong, Changsoo
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Backend dielectric breakdown is an increasingly important issue for advanced CMOS processes due to the use of progressively lower k dielectrics in the backend. This paper presents area-scaling formulas to enable full chip failure rate projection from test structure data. The area-scaling formulas are based on the negative binomial defect distribution, which in the limit is equivalent to models based on the Poisson distribution. Both the Weibull and log-normal distributions are considered for data characterization. The results are applied to data measured from backend comb structures, and reveals a low level of defect clustering.
Keywords :
CMOS integrated circuits; Poisson distribution; Weibull distribution; electric breakdown; CMOS process; Poisson distribution; Weibull distribution; area scaling; backend comb structures; backend dielectric breakdown; full chip failure rate projection; log-normal distribution; lower k dielectrics; negative binomial defect distribution; test structure data; Backend dielectric breakdown; low-k dielectric; semiconductor reliability;
Journal_Title :
Semiconductor Manufacturing, IEEE Transactions on
DOI :
10.1109/TSM.2010.2051730