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HPCA
1998
IEEE
14 years 1 months ago
Challenging Applications on Fast Networks
Parallel computing on clusters of workstations is attractive because of the low costs in comparison to MPPs, but the speed of the local area network limits the class of applicatio...
Koen Langendoen, Rutger F. H. Hofman, Henri E. Bal
NIPS
1998
13 years 10 months ago
Global Optimisation of Neural Network Models via Sequential Sampling
We propose a novel strategy for training neural networks using sequential Monte Carlo algorithms. This global optimisation strategy allows us to learn the probability distribution...
João F. G. de Freitas, Mahesan Niranjan, Ar...
IPPS
1998
IEEE
14 years 1 months ago
Using the BSP Cost Model to Optimise Parallel Neural Network Training
We derive cost formulae for three di erent parallelisation techniques for training supervised networks. These formulae are parameterised by properties of the target computer archit...
R. O. Rogers, David B. Skillicorn
WSC
1998
13 years 10 months ago
Application of Real-Time Simulation to Assign Due Dates on Logistic-manufacturing Networks
This paper presents the application of real-time simulation to assign due dates on logistic-manufacturing networks. Information from the manufacturing, transportation, and supplie...
Alex J. Ruiz-Torres, Kazuo Nakatani
NC
2008
13 years 9 months ago
Top-Down modulation of neural responses in visual perception: a computational exploration
Visual perception is typically performed in the context of a task or goal. Nonetheless, visual processing has traditionally been conceptualized in terms of a fixed, task-independe...
Michael C. Mozer, Adrian Fan