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SBACPAD
2005
IEEE
177views Hardware» more  SBACPAD 2005»
16 years 6 days ago
Automatic Data-Flow Graph Generation of MPI Programs
The Data-Flow Graph (DFG) of a parallel application is frequently used to take scheduling decisions, based on the information that it models (dependencies among the tasks and volu...
Rafael Ennes Silva, Guilherme P. Pezzi, Nicolas Ma...
FPL
2005
Springer
130views Hardware» more  FPL 2005»
16 years 4 days ago
Communication Synthesis in a multiprocessor environment
At Leiden University, we are developing a design methodology that allows for fast mapping of nested-loop applications (e.g. DSP, Imaging, or MultiMedia) written in a subset of Matl...
Claudiu Zissulescu, Bart Kienhuis, Ed F. Depretter...
ICANN
2005
Springer
16 years 4 days ago
Online Learning for Object Recognition with a Hierarchical Visual Cortex Model
We present an architecture for the online learning of object representations based on a visual cortex hierarchy developed earlier. We use the output of a topographical feature hier...
Stephan Kirstein, Heiko Wersing, Edgar Körner
ICANN
2005
Springer
16 years 4 days ago
Reinforcement Learning in MirrorBot
For this special session of EU projects in the area of NeuroIT, we will review the progress of the MirrorBot project with special emphasis on its relation to reinforcement learning...
Cornelius Weber, David Muse, Mark Elshaw, Stefan W...
IWANN
2005
Springer
16 years 3 days ago
Load Forecasting Using Fixed-Size Least Squares Support Vector Machines
Based on the Nystr¨om approximation and the primal-dual formulation of Least Squares Support Vector Machines (LS-SVM), it becomes possible to apply a nonlinear model to a large sc...
Marcelo Espinoza, Johan A. K. Suykens, Bart De Moo...