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» Sequential circuits for program analysis
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BMCBI
2008
108views more  BMCBI 2008»
13 years 7 months ago
SPRINT: A new parallel framework for R
Background: Microarray analysis allows the simultaneous measurement of thousands to millions of genes or sequences across tens to thousands of different samples. The analysis of t...
Jon Hill, Matthew Hambley, Thorsten Forster, Murie...
JMLR
2012
11 years 10 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
JLP
2010
96views more  JLP 2010»
13 years 2 months ago
An overview of the K semantic framework
K is an executable semantic framework in which programming languages, calculi, as well as type systems or formal analysis tools can be defined making use of configurations, comput...
Grigore Rosu, Traian-Florin Serbanuta
DAC
2007
ACM
14 years 8 months ago
TROY: Track Router with Yield-driven Wire Planning
In this paper, we propose TROY, the first track router with yield-driven wire planning to optimize yield loss due to random defects. As the probability of failure (POF) computed f...
Minsik Cho, Hua Xiang, Ruchir Puri, David Z. Pan
FPGA
2010
ACM
243views FPGA» more  FPGA 2010»
14 years 4 months ago
Bit-level optimization for high-level synthesis and FPGA-based acceleration
d hardware design from behavior-level abstraction has drawn wide interest in FPGA-based acceleration and configurable computing research field. However, for many high-level progra...
Jiyu Zhang, Zhiru Zhang, Sheng Zhou, Mingxing Tan,...