Statistical models for hot electron degradation in nano-scaled MOSFET devices

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27

초록

In a MOS structure, the generation of hot carrier interface states is a critical feature of the item's reliability. On the nano-scale, there are problems with degradation in transconductance, shift in threshold voltage, and decrease in drain current capability. Quantum mechanics has been used to relate this decrease to degradation, and device failure. Although the lifetime, and degradation of a device are typically used to characterize its reliability, in this paper we model the distribution of hot-electron activation energies, which has appeal because it exhibits a two-point discrete mixture of logistic distributions. The logistic mixture presents computational problems that are addressed in simulation.

키워드

EM algorithmlogistic distributionmaximum likelihoodmixture distributionnanotechnology
제목
Statistical models for hot electron degradation in nano-scaled MOSFET devices
저자
Bae, Suk JooKim, Seong-JoonKuo, WayKvam, Paul H.
DOI
10.1109/TR.2007.903232
발행일
2007-09
유형
Article
저널명
IEEE Transactions on Reliability
56
3
페이지
392 ~ 400