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CEC
2007
IEEE
16 years 1 months ago
Improving generalization capability of neural networks based on simulated annealing
— This paper presents a single-objective and a multiobjective stochastic optimization algorithms for global training of neural networks based on simulated annealing. The algorith...
Yeejin Lee, Jong-Seok Lee, Sun-Young Lee, Cheol Ho...
EMSOFT
2007
Springer
16 years 1 months ago
Performance estimation of distributed real-time embedded systems by discrete event simulations
Key challenges in the performance estimation of distributed real-time embedded (DRE) systems include the systematic measurement of coverage by simulations, and the automated gener...
Gabor Madl, Nikil Dutt, Sherif Abdelwahed
CNSR
2006
IEEE
136views Communications» more  CNSR 2006»
16 years 1 months ago
Combining Petri Nets and ns-2: A Hybrid Method for Analysis and Simulation
Network protocol performance and evaluation study is often carried out using a couple of widely used simulation toolkits, such as ns-2 and OPNET. These toolkits usually contain ma...
Qiang Ye, Mike H. MacGregor
ISPASS
2006
IEEE
16 years 1 months ago
Comparing simulation techniques for microarchitecture-aware floorplanning
— Due to the long simulation times of the reference input sets, microarchitects resort to alternative techniques to speed up cycle-accurate simulations. However, the reduction in...
Vidyasagar Nookala, Ying Chen, David J. Lilja, Sac...
ISCAS
2005
IEEE
166views Hardware» more  ISCAS 2005»
16 years 20 days ago
Extending SystemC to support mixed discrete-continuous system modeling and simulation
—Systems on chip are more and more heterogeneous and include software, analog/RF and digital hardware, and non-electronic components such as sensors or actuators. The design and ...
Alain Vachoux, Christoph Grimm, Karsten Einwich