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124
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IJCNN
2006
IEEE
15 years 9 months ago
Ensemble of Neural Network Emulations for Climate Model Physics: The Impact on Climate Simulations
—A new application of the NN ensemble approach is presented. It is applied to NN emulations of model physics in complex numerical climate models, and aimed at improving the accur...
Michael S. Fox-Rabinovitz, Vladimir M. Krasnopolsk...
120
Voted
DAC
1999
ACM
15 years 7 months ago
Model Order-Reduction of RC(L) Interconnect Including Variational Analysis
As interconnect feature sizes continue to scale to smaller dimensions, long interconnect can dominate the IC timing performance, but the interconnect parameter variations make it ...
Ying Liu, Lawrence T. Pileggi, Andrzej J. Strojwas
123
Voted
ACSE
1997
ACM
15 years 7 months ago
An immersion model for software engineering projects
Software development projects are an essential component of software engineering courses. They provide the opportunity for students to apply theoretical material and to gain valua...
Neville Churcher, Andy Cockburn
115
Voted
NIPS
2007
15 years 4 months ago
On Sparsity and Overcompleteness in Image Models
Computational models of visual cortex, and in particular those based on sparse coding, have enjoyed much recent attention. Despite this currency, the question of how sparse or how...
Pietro Berkes, Richard Turner, Maneesh Sahani
116
Voted
WSC
2001
15 years 4 months ago
Deterministic fluid models of congestion control in high-speed networks
Congestion control algorithms, such as TCP or the closelyrelated additive increase-multiplicative decrease algorithms, are extremely difficult to simulate on a large scale. The re...
Sanjay Shakkottai, R. Srikant