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JMLR
2012
13 years 9 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
PPDP
2009
Springer
16 years 1 months ago
Model-checking higher-order functions
We propose a novel type-based model checking algorithm for higher-order recursion schemes. As shown by Kobayashi, verification problems of higher-order functional programs can ea...
Naoki Kobayashi
EMSOFT
2006
Springer
15 years 10 months ago
Scheduling-independent threads and exceptions in SHIM
Concurrent programming languages should be a good fit for embedded systems because they match the intrinsic parallelism of their architectures and environments. Unfortunately, typ...
Olivier Tardieu, Stephen A. Edwards
WSC
2008
15 years 9 months ago
PLCStudio: Simulation based PLC code verification
Proposed in this paper is the architecture of a PLC programming environment that enables a visual verification of PLC programs. The proposed architecture integrates a PLC program ...
Sang C. Park, Chang Mok Park, Gi-Nam Wang, Jonggeu...
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ICCAD
2007
IEEE
164views Hardware» more  ICCAD 2007»
16 years 3 months ago
Design, synthesis and evaluation of heterogeneous FPGA with mixed LUTs and macro-gates
— Small gates, such as AND2, XOR2 and MUX2, have been mixed with lookup tables (LUTs) inside the programmable logic block (PLB) to reduce area and power and increase performance ...
Yu Hu, Satyaki Das, Steven Trimberger, Lei He