Application of Extreme Value Theory to Statistical Analyses of Worst Case SRAM Data Retention Voltage

Abstract

Extreme value theory was applied to the estimation of worst case SRAM data retention voltage (DRV). It was found that the worst case DRV follows Gumbel distributions, and can be estimated by measuring not all, but only the worst case DRV of several SRAM arrays.