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» High-level approach to modeling of observed system behavior
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NECO
2010
147views more  NECO 2010»
15 years 4 months ago
Connectivity, Dynamics, and Memory in Reservoir Computing with Binary and Analog Neurons
Abstract: Reservoir Computing (RC) systems are powerful models for online computations on input sequences. They consist of a memoryless readout neuron which is trained on top of a ...
Lars Büsing, Benjamin Schrauwen, Robert A. Le...
COMAD
2009
15 years 7 months ago
Categorizing Concepts for Detecting Drifts in Stream
Mining evolving data streams for concept drifts has gained importance in applications like customer behavior analysis, network intrusion detection, credit card fraud detection. Se...
Sharanjit Kaur, Vasudha Bhatnagar, Sameep Mehta, S...
HOTOS
1999
IEEE
15 years 10 months ago
Elephant: The File System That Never Forgets
Modern file systems associate the deletion of a file with the release of the storage associated with that file, and file writes with the irrevocable change of file contents. We pr...
Douglas J. Santry, Michael J. Feeley, Norman C. Hu...
HICSS
2003
IEEE
137views Biometrics» more  HICSS 2003»
15 years 11 months ago
Augmented Cognition: Allocation of Attention
We describe a novel, model-based approach to augmented cognition. We first discuss a subset of cognitive limitations that are likely to impair performance. We then note traditiona...
Misha Pavel, Guoping Wang, Kehai Li
AAAI
2004
15 years 7 months ago
Low-Knowledge Algorithm Control
This paper addresses the question of allocating computational resources among a set of algorithms in order to achieve the best performance on a scheduling problem instance. Our pr...
Tom Carchrae, J. Christopher Beck