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» Is Structural Subtyping Useful
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151
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ICASSP
2011
IEEE
14 years 4 months ago
Structured Output Layer neural network language model
This paper introduces a new neural network language model (NNLM) based on word clustering to structure the output vocabulary: Structured Output Layer NNLM. This model is able to h...
Hai Son Le, Ilya Oparin, Alexandre Allauzen, Jean-...
114
Voted
CGO
2006
IEEE
15 years 6 months ago
Selecting Software Phase Markers with Code Structure Analysis
Most programs are repetitive, where similar behavior can be seen at different execution times. Algorithms have been proposed that automatically group similar portions of a program...
Jeremy Lau, Erez Perelman, Brad Calder
102
Voted
CEC
2009
IEEE
15 years 7 months ago
Representation and structural biases in CGP
— An evolutionary algorithm automatically discovers suitable solutions to a problem, which may lie anywhere in a large search space of candidate solutions. In the case of Genetic...
Andrew J. Payne, Susan Stepney
79
Voted
IROS
2007
IEEE
113views Robotics» more  IROS 2007»
15 years 7 months ago
Collective construction of environmentally-adaptive structures
— We describe decentralized algorithms by which a swarm of simple, independent, autonomous robots can build two-dimensional structures using square building blocks. These structu...
Justin Werfel, Donald E. Ingber, Radhika Nagpal
87
Voted
ACAL
2007
Springer
15 years 7 months ago
Structural Circuits and Attractors in Kauffman Networks
There has been some ambiguity about the growth of attractors in Kauffman networks with network size. Some recent work has linked this to the role and growth of circuits or loops o...
Kenneth A. Hawick, Heath A. James, Chris Scogings