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CIKM
1997
Springer
15 years 9 months ago
Learning Belief Networks from Data: An Information Theory Based Approach
This paper presents an efficient algorithm for learning Bayesian belief networks from databases. The algorithm takes a database as input and constructs the belief network structur...
Jie Cheng, David A. Bell, Weiru Liu
ICPP
1994
IEEE
15 years 9 months ago
Computational Properties of Mesh Connected Trees: Versatile Architectures for Parallel Computation
Recently, the mesh connected trees (MCT) network has been proposed as a possible architecture for parallel computers. MCT networks are obtained by combining complete binary trees ...
Kemal Efe, Antonio Fernández
166
Voted
CASES
2007
ACM
15 years 9 months ago
Light-weight synchronization for inter-processor communication acceleration on embedded MPSoCs
Advances in semiconductor technologies have placed MPSoCs center stage as a standard architecture for embedded applications of ever increasing complexity. Efficient utilization of...
Chengmo Yang, Alex Orailoglu
176
Voted
FCCM
2009
IEEE
147views VLSI» more  FCCM 2009»
15 years 9 months ago
FPGA Accelerated Simulation of Biologically Plausible Spiking Neural Networks
Artificial neural networks are a key tool for researchers attempting to understand and replicate the behaviour and intelligence found in biological neural networks. Software simul...
David Thomas, Wayne Luk
153
Voted
ECAI
2006
Springer
15 years 8 months ago
Least Squares SVM for Least Squares TD Learning
Abstract. We formulate the problem of least squares temporal difference learning (LSTD) in the framework of least squares SVM (LS-SVM). To cope with the large amount (and possible ...
Tobias Jung, Daniel Polani