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» Statistical Performance Modeling and Optimization
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ICCAD
2006
IEEE
169views Hardware» more  ICCAD 2006»
14 years 4 months ago
Microarchitecture parameter selection to optimize system performance under process variation
Abstract— Design variability due to within-die and die-todie process variations has the potential to significantly reduce the maximum operating frequency and the effective yield...
Xiaoyao Liang, David Brooks
ISPD
2000
ACM
124views Hardware» more  ISPD 2000»
13 years 12 months ago
A performance optimization method by gate sizing using statistical static timing analysis
We propose a gate resizing method for delay and power optimization that is based on statistical static timing analysis. Our method focuses on the component of timing uncertainties...
Masanori Hashimoto, Hidetoshi Onodera
ICML
2003
IEEE
14 years 8 months ago
Optimizing Classifier Performance via an Approximation to the Wilcoxon-Mann-Whitney Statistic
When the goal is to achieve the best correct classification rate, cross entropy and mean squared error are typical cost functions used to optimize classifier performance. However,...
Lian Yan, Robert H. Dodier, Michael Mozer, Richard...
ETS
2006
IEEE
100views Hardware» more  ETS 2006»
14 years 1 months ago
Optimized Signature-Based Statistical Alternate Test for Mixed-Signal Performance Parameters
— Accurate generation of circuit specifications from test signatures is a difficult problem, since analytical expressions cannot precisely describe the nonlinear relationships ...
Byoungho Kim, Hongjoong Shin, Ji Hwan (Paul) Chun,...
CSL
2010
Springer
13 years 6 months ago
Voice activity detection based on statistical models and machine learning approaches
The voice activity detectors (VADs) based on statistical models have shown impressive performances especially when fairly precise statistical models are employed. Moreover, the ac...
Jong Won Shin, Joon-Hyuk Chang, Nam Soo Kim