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BMCBI
2004
120views more  BMCBI 2004»
15 years 6 months ago
Clustering under the line graph transformation: application to reaction network
Background: Many real networks can be understood as two complementary networks with two kind of nodes. This is the case of metabolic networks where the first network has chemical ...
Jose C. Nacher, Nobuhisa Ueda, Takuji Yamada, Mino...
JMLR
2012
13 years 9 months ago
Deep Learning Made Easier by Linear Transformations in Perceptrons
We transform the outputs of each hidden neuron in a multi-layer perceptron network to have zero output and zero slope on average, and use separate shortcut connections to model th...
Tapani Raiko, Harri Valpola, Yann LeCun
DATE
2008
IEEE
167views Hardware» more  DATE 2008»
16 years 1 months ago
Accuracy-Adaptive Simulation of Transaction Level Models
Simulation of transaction level models (TLMs) is an established embedded systems design technique. Its use cases include virtual prototyping for early software development, platfo...
Martin Radetzki, Rauf Salimi Khaligh
SARA
2007
Springer
16 years 22 days ago
Tailoring Solver-Independent Constraint Models: A Case Study with Essence' and Minion
In order to apply constraint programming to a particular domain, the problem must first be modelled as a constraint satisfaction problem. There are typically many alternative mode...
Ian P. Gent, Ian Miguel, Andrea Rendl
SIGSAND
2008
15 years 8 months ago
The Impact of Activity Labeling Styles on Process Model Quality
Abstract: Quality issues and their connection with structural aspects of process models have been recently studied, but there is still a notable lack of research into quality aspec...
Jan Mendling, Hajo A. Reijers