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» Partitions and the Fermi-Dirac Distribution
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BMCBI
2006
94views more  BMCBI 2006»
13 years 9 months ago
Noise-injected neural networks show promise for use on small-sample expression data
Background: Overfitting the data is a salient issue for classifier design in small-sample settings. This is why selecting a classifier from a constrained family of classifiers, on...
Jianping Hua, James Lowey, Zixiang Xiong, Edward R...
MICRO
2006
IEEE
94views Hardware» more  MICRO 2006»
13 years 9 months ago
A Sampling Method Focusing on Practicality
In the past few years, several research works have demonstrated that sampling can drastically speed up architecture simulation, and several of these sampling techniques are already...
Daniel Gracia Pérez, Hugues Berry, Olivier ...
FMSD
2007
110views more  FMSD 2007»
13 years 9 months ago
Exploiting interleaving semantics in symbolic state-space generation
Symbolic techniques based on Binary Decision Diagrams (BDDs) are widely employed for reasoning about temporal properties of hardware circuits and synchronous controllers. However, ...
Gianfranco Ciardo, Gerald Lüttgen, Andrew S. ...
QUESTA
2006
73views more  QUESTA 2006»
13 years 9 months ago
Handling load with less stress
Abstract We study how the average performance of a system degrades as the load nears its peak capacity. We restrict our attention to the performance measures of average sojourn tim...
Nikhil Bansal, David Gamarnik
SIGARCH
2008
73views more  SIGARCH 2008»
13 years 9 months ago
Servo: a programming model for many-core computing
Conventional programming models were designed to be used by expert programmers for programming for largescale multiprocessors, distributed computational clusters, or specialized p...
Nicolas Zea, John Sartori, Rakesh Kumar