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» The query-flow graph: model and applications
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IJCNN
2006
IEEE
14 years 4 months ago
A Comparison between Recursive Neural Networks and Graph Neural Networks
— Recursive Neural Networks (RNNs) and Graph Neural Networks (GNNs) are two connectionist models that can directly process graphs. RNNs and GNNs exploit a similar processing fram...
Vincenzo Di Massa, Gabriele Monfardini, Lorenzo Sa...
DAC
2009
ACM
14 years 2 months ago
Reduction techniques for synchronous dataflow graphs
The Synchronous Dataflow (SDF) model of computation is popular for modelling the timing behaviour of real-time embedded hardware and software systems and applications. It is an es...
Marc Geilen
CVPR
2003
IEEE
15 years 23 days ago
PAMPAS: Real-Valued Graphical Models for Computer Vision
Probabilistic models have been adopted for many computer vision applications, however inference in highdimensional spaces remains problematic. As the statespace of a model grows, ...
Michael Isard
KBSE
2008
IEEE
14 years 5 months ago
An Automated Test Code Generation Method for Web Applications using Activity Oriented Approach
—Automated tests are important for Web applications as they grow more complex day by day. Web application testing frameworks have emerged to help satisfy this need. However, used...
David A. Turner, Moonju Park, Jaehwan Kim, Jinseok...
ESTIMEDIA
2007
Springer
14 years 5 months ago
Data-Parallel Code Generation from Synchronous Dataflow Specification of Multimedia Applications
Embedded software design for MPSoC needs parallel programming. Popular programming languages such as C and C++ are not adequate for initial specification since they are designed f...
Seongnam Kwon, Choonseung Lee, Soonhoi Ha