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Outline

Hot-carrier reliability lifetimes as predicted by Berkeley's model

1995, Quality and Reliability Engineering International

https://doi.org/10.1002/QRE.4680110410

Abstract

Hot-carrier effects pose a significant reliability problem in modern MOS processes. An accurate method of predicting hot-carrier lifetimes is essential for the development of fine-geometry MOS technology. A hot-carrier degradation model developed by C. Hu et al. at the University of Berkeley is widely used to predict device lifetimes at given operating conditions from the results of accelerated tests. This paper demonstrates a new method of performing hot-carrier stress measurements which satisfies the key demand of this model. This method involves adjusting device drain voltage in order to maintain a constant ratio of substrate to drain currents. This method is employed to show that the Berkeley model makes a minimum lifetime prediction which is about an order of magnitude too short at accelerated stress conditions. This casts doubt on the suitability of the Berkeley model for use in circuit reliability simulation and for use in setting industrial reliability benchmarks. A new understanding of the importance of the gate-source voltage during hot-carrier reliability characterization using the Berkeley model is also discussed.

FAQs

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What does the Berkeley model predict about hot-carrier lifetimes?add

The Berkeley model predicts device lifetime based on the drain current, Id, and substrate current, Is, with parameters m and C influencing accuracy. Specifically, it models lifetimes as a function of various operating conditions derived from accelerated stress tests.

How does the constant-ratio method improve hot-carrier lifetime predictions?add

The constant-ratio method maintains I,,/Id steady during stressing, leading to less variability in Id. This method has shown reduced Id variation under stress, affirming its reliability compared to traditional approaches.

Why are minimum lifetime predictions at low gate voltage pessimistic?add

The study found that at low gate voltage, Berkeley predictions can underestimate actual lifetimes by over an order of magnitude. Testing demonstrated actual lifetimes at Vgs = 1.3 V reached 87% of expected, supporting model inaccuracy.

What are the implications of using the Berkeley model in industrial settings?add

Inaccurate predictions may lead to over-engineering and rejecting viable processes due to low minimum lifetime estimates. Misunderstandings about reliability hazards at Ib(max) could also permit the acceptance of substandard systems.

What factors contribute to inaccuracies in the Berkeley model's predictions?add

Model inaccuracy is primarily affected by conditions at low gate voltages, where degradation mechanisms alter predictions. The results suggest that lifetime predictions should be conducted at maximum substrate current conditions for more reliable outcomes.

References (7)

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