Modeling circuit variability

In order to design integrated circuits which can be manufactured with high yield the variations which can occur during manufacturing must be included with the compact models. The manufacturing variations comprise a complex correlated set of statistical distributions. This paper presents some of the current options and challenges in modeling variation. Improving the prediction of statistical circuit behavior will require coordinated improvement in models, netlisting tools and simulators.