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The recent development of multi-agent simulations brings about a need for population synthesis. It is a task of reconstructing the entire population from a sampling survey of limited size (1% or so), supplying the initial conditions from which simulations begin. This paper presents a new kernel density estimator for this task. Our method is an analogue of the classical Breiman-Meisel-Purcell estimator,...
In processor and high-end chip designs, path delay difference between pre-silicon and post-silicon have become an important issue. Identifying the factors for the difference with speed limiting paths is required to achieve target performance. A statistical diagnosis framework, called speed-path analysis, identifies them. Speed-path analysis uses fail data from at-speed delay test with silicon samples...
As the variations of shrunk processes increasing at rapid rate, the performances of analog/mixed-signal chips remarkably fluctuate. It is necessary to take the yield as a design objective in design optimization. This paper presents a novel method to generate yield-embedded Pareto-front to simultaneously optimize both the yield and performances. Unlike the traditional approaches which generate the...
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