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ESANN
2008
13 years 11 months ago
Pruning and Regularisation in Reservoir Computing: a First Insight
Reservoir Computing is a new paradigm for using Recurrent Neural Networks which shows promising results. However, as the recurrent part is created randomly, it typically needs to b...
Xavier Dutoit, Benjamin Schrauwen, Jan M. Van Camp...
WSC
2001
13 years 11 months ago
Software for uniform random number generation: distinguishing the good and the bad
The requirements, design principles, and statistical testing approaches of uniform random number generators for simulation are briefly surveyed. An objectoriented random number pa...
Pierre L'Ecuyer
WOA
2004
13 years 11 months ago
A Personal Agent Supporting Ubiquitous Interaction
This paper is concerned with the development of a MultiAgent System (MAS) supporting ubiquitous and personalized interaction with Active Environments. In particular, we propose a ...
Giovanni Cozzolongo, Berardina De Carolis, Sebasti...
RIAO
2000
13 years 11 months ago
Learning for Sequence Extraction Tasks
We consider the application of machine learning techniques for sequence modeling to Information Retrieval (IR) and surface Information Extraction (IE) tasks. We introduce a generi...
Massih-Reza Amini, Hugo Zaragoza, Patrick Gallinar...
WSC
1997
13 years 11 months ago
A Simulation-Based Production Testbed
Researchers at the National Institute of Standards and Technology have been developing a simulation-based production testbed. This testbed contains continuous simulation models of...
Albert Jones, Michael Iuliano