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197
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NIPS
1998
15 years 8 months ago
Global Optimisation of Neural Network Models via Sequential Sampling
We propose a novel strategy for training neural networks using sequential Monte Carlo algorithms. This global optimisation strategy allows us to learn the probability distribution...
João F. G. de Freitas, Mahesan Niranjan, Ar...
IFIPPACT
1994
15 years 8 months ago
Microcode Generation for Flexible Parallel Target Architectures
: Advanced architectural features of microprocessors like instruction level parallelism and pipelined functional hardware units require code generation techniques beyond the scope ...
Rainer Leupers, Wolfgang Schenk, Peter Marwedel
185
Voted
AUTOMATICA
2010
134views more  AUTOMATICA 2010»
15 years 7 months ago
Nonlinear filtering in target tracking using cooperative mobile sensors
Collaborative signal processing and sensor deployment have been among the most important research tasks in target tracking using networked sensors. In this paper, the mathematical...
Jiangping Hu, Xiaoming Hu
137
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CORR
2010
Springer
90views Education» more  CORR 2010»
15 years 7 months ago
Two-Domain DNA Strand Displacement
We investigate the computing power of a restricted class of DNA strand displacement structures: those that are made of double strands with nicks (interruptions) in the top strand....
Luca Cardelli
COMPUTING
2006
110views more  COMPUTING 2006»
15 years 7 months ago
An Alternative Algorithm for a Sliding Window ULV Decomposition
The ULV decomposition (ULVD) is an important member of a class of rank-revealing two-sided orthogonal decompositions used to approximate the singular value decomposition (SVD). Th...
H. Erbay, J. Barlow