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» Statistical Modeling for Circuit Simulation
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ANSS
2002
IEEE
15 years 8 months ago
Statistical Simulation of Symmetric Multiprocessor Systems
Statistical simulation is driven by a stream of randomly generated instructions, based on statistics collected during a single detailed simulation. This method can give accurate p...
Sébastien Nussbaum, James E. Smith
DATE
2003
IEEE
114views Hardware» more  DATE 2003»
15 years 8 months ago
Extraction of Piecewise-Linear Analog Circuit Models from Trained Neural Networks Using Hidden Neuron Clustering
This paper presents a new technique for automatically creating analog circuit models. The method extracts - from trained neural networks - piecewise linear models expressing the l...
Simona Doboli, Gaurav Gothoskar, Alex Doboli
ICCD
2007
IEEE
139views Hardware» more  ICCD 2007»
16 years 2 days ago
Statistical simulation of chip multiprocessors running multi-program workloads
This paper explores statistical simulation as a fast simulation technique for driving chip multiprocessor (CMP) design space exploration. The idea of statistical simulation is to ...
Davy Genbrugge, Lieven Eeckhout
DAC
2004
ACM
16 years 4 months ago
Circuit-aware architectural simulation
Architectural simulation has achieved a prominent role in the system design cycle by providing designers the ability to quickly examine a wide variety of design choices. However, ...
Seokwoo Lee, Shidhartha Das, Valeria Bertacco, Tod...
WSC
2004
15 years 4 months ago
Simulation-Based Optimization Using Simulated Annealing With Confidence Interval
This paper develops a variant of Simulated Annealing (SA) algorithm for solving discrete stochastic optimization problems where the objective function is stochastic and can be eva...
Talal M. Alkhamis, Mohamed A. Ahmed