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ASAP
2008
IEEE
186views Hardware» more  ASAP 2008»
15 years 11 months ago
Accelerating Nussinov RNA secondary structure prediction with systolic arrays on FPGAs
RNA structure prediction, or folding, is a computeintensive task that lies at the core of several search applications in bioinformatics. We begin to address the need for high-thro...
Arpith C. Jacob, Jeremy Buhler, Roger D. Chamberla...
156
Voted
NICSO
2010
Springer
15 years 9 months ago
Accelerated Genetic Algorithms with Markov Chains
t] Based on the mutation matrix formalism and past statistics of genetic algorithm, a Markov Chain transition probability matrix is introduced to provide a guided search for comple...
Guan Wang, Chen Chen, Kwok Yip Szeto
STTT
2008
95views more  STTT 2008»
15 years 4 months ago
FAST: acceleration from theory to practice
Abstract. Fast is a tool for the analysis of systems manipulating unbounded integer variables. We check safety properties by computing the reachability set of the system under stud...
Sébastien Bardin, Alain Finkel, Jér&...
TNN
2008
177views more  TNN 2008»
15 years 4 months ago
Adaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model
Previous work on statistical language modeling has shown that it is possible to train a feed-forward neural network to approximate probabilities over sequences of words, resulting...
Yoshua Bengio, Jean-Sébastien Senecal
ERSA
2010
159views Hardware» more  ERSA 2010»
15 years 2 months ago
Acceleration of FPGA Fault Injection Through Multi-Bit Testing
SRAM-based FPGA devices are an attractive option for data processing on space-based platforms, due to high computational capabilities and a lower power envelope than traditional pr...
Grzegorz Cieslewski, Alan D. George, Adam Jacobs