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COMPGEOM
2006
ACM
14 years 1 months ago
A fast k-means implementation using coresets
In this paper we develop an efficient implementation for a k-means clustering algorithm. The novel feature of our algorithm is that it uses coresets to speed up the algorithm. A ...
Gereon Frahling, Christian Sohler

Lecture Notes
1005views
15 years 7 months ago
Lectures on reconfigurable computing
Driven by recent innovations in Field-Programmable Gate Arrays (FPGAs), reconfigurable computing offers unique ways to accelerate key algorithms. FPGAs offer a programmable logic f...
Sherief Reda
ICML
2009
IEEE
14 years 8 months ago
Large-scale deep unsupervised learning using graphics processors
The promise of unsupervised learning methods lies in their potential to use vast amounts of unlabeled data to learn complex, highly nonlinear models with millions of free paramete...
Rajat Raina, Anand Madhavan, Andrew Y. Ng
SCA
2007
13 years 10 months ago
A simple boiling module
Recent efforts to visually capture the phenomena of boiling have proposed monolithic approaches that extend the basic techniques underlying existing fluid solvers. In this work, w...
Theodore Kim, Mark Carlson
ISLPED
2003
ACM
129views Hardware» more  ISLPED 2003»
14 years 27 days ago
A critical analysis of application-adaptive multiple clock processors
Enabled by the continuous advancement in fabrication technology, present day synchronous microprocessors include more than 100 million transistors and have clock speeds well in ex...
Emil Talpes, Diana Marculescu