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APIN
1999
107views more  APIN 1999»
13 years 6 months ago
Massively Parallel Probabilistic Reasoning with Boltzmann Machines
We present a method for mapping a given Bayesian network to a Boltzmann machine architecture, in the sense that the the updating process of the resulting Boltzmann machine model pr...
Petri Myllymäki
BMCBI
2011
13 years 1 months ago
DecGPU: distributed error correction on massively parallel graphics processing units using CUDA and MPI
Background: Next-generation sequencing technologies have led to the high-throughput production of sequence data (reads) at low cost. However, these reads are significantly shorter...
Yongchao Liu, Bertil Schmidt, Douglas L. Maskell
HPCN
1995
Springer
13 years 10 months ago
Exploiting massively parallel architectures for the solution of diffusion and propagation problems
Many problems in several fields like physics, chemistry, biology and engineering lack an analytical solution able to provide a satisfactory phenomena description. Then a numerical...
P. P. Delsanto, S. Biancotto, M. Scalerandi, Mauri...
NN
2007
Springer
14 years 21 days ago
Impact of Higher-Order Correlations on Coincidence Distributions of Massively Parallel Data
The signature of neuronal assemblies is the higher-order correlation structure of the spiking activity of the participating neurons. Due to the rapid progress in recording technol...
Sonja Grün, Moshe Abeles, Markus Diesmann
PVLDB
2008
182views more  PVLDB 2008»
13 years 6 months ago
SCOPE: easy and efficient parallel processing of massive data sets
Companies providing cloud-scale services have an increasing need to store and analyze massive data sets such as search logs and click streams. For cost and performance reasons, pr...
Ronnie Chaiken, Bob Jenkins, Per-Åke Larson,...