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» Statistical Modeling for Circuit Simulation
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WSC
2007
13 years 10 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
14 years 8 months 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
13 years 5 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
13 years 9 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
13 years 11 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