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» Statistical Modeling for Circuit Simulation
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WSC
2007
15 years 2 months ago
Statistical analysis of simulation output data: the practical state of the art
One of the most important but neglected aspects of a simulation study is the proper design and analysis of simulation experiments. In this tutorial we give a stateof-the-art prese...
Averill M. Law
DAC
2004
ACM
16 years 21 days ago
Statistical timing analysis based on a timing yield model
Starting from a model of the within-die systematic variations using principal components analysis, a model is proposed for estimation of the parametric yield, and is then applied ...
Farid N. Najm, Noel Menezes
SIGDIAL
2010
14 years 9 months ago
Cooperative User Models in Statistical Dialog Simulators
Statistical user simulation is a promising methodology to train and evaluate the performance of (spoken) dialog systems. We work with a modular architecture for data-driven simula...
Meritxell González, Silvia Quarteroni, Gius...
WSC
2001
15 years 1 months ago
Quantifying simulation output variability using confidence intervals and statistical process control
Two types of variability can occur in model output: variability between replications and variability within each replication. The objective of the model combined with the type of ...
Amy Jo Naylor
DAC
1995
ACM
15 years 3 months ago
Automatic Clock Abstraction from Sequential Circuits
Our goal is to transform a low-level circuit design into a more representation. A pre-existing tool, Tranalyze [4], takes a switch-level circuit and generates a functionally equiv...
Samir Jain, Randal E. Bryant, Alok Jain