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Within-die Process Variations: How Accurately can They Be Statistically Modeled?

10 years 9 months ago
Within-die Process Variations: How Accurately can They Be Statistically Modeled?
Within-die process variations arise during integrated circuit (IC) fabrication in the sub-100nm regime. These variations are of paramount concern as they deviate the performance of ICs from their designers' original intent. These deviations reduce the parametric yield and revenues from integrated circuit fabrication. In this paper we provide a complete treatment to the subject of within-die variations. We propose a scan-chain based system, vMeter, to extract within-die variations in an automated fashion. We implement our system in a sample of 90nm chips, and collect the within-die variations data. Then we propose a number of novel statistical analysis techniques that accurately model the within-die variation trends and capture the spatial correlations. We propose the use of maximum-likelihood techniques to find the required parameters to fit the model to the data. The accuracy of our models is statistically verified through residual analysis and variograms. Using our successful mo...
Brendan Hargreaves, Henrik Hult, Sherief Reda
Added 21 Dec 2008
Updated 21 Dec 2008
Type Conference
Year 2008
Where Proc. Asia-Pacific Design Automation Conference
Authors Brendan Hargreaves, Henrik Hult, Sherief Reda
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