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NECO
2007
115views more  NECO 2007»
15 years 4 months ago
Training Recurrent Networks by Evolino
In recent years, gradient-based LSTM recurrent neural networks (RNNs) solved many previously RNN-unlearnable tasks. Sometimes, however, gradient information is of little use for t...
Jürgen Schmidhuber, Daan Wierstra, Matteo Gag...
PR
2007
104views more  PR 2007»
15 years 4 months ago
Optimizing resources in model selection for support vector machine
Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...
Mathias M. Adankon, Mohamed Cheriet
SAC
2008
ACM
15 years 4 months ago
A reusable object-oriented design to support self-testable autonomic software
As the enabling technologies of autonomic computing continue to advance, it is imperative for researchers to exchange the details of their proposed techniques for designing, devel...
Tariq M. King, Alain E. Ramirez, Peter J. Clarke, ...
TSMC
2008
167views more  TSMC 2008»
15 years 4 months ago
A Human-Computer Interface Using Symmetry Between Eyes to Detect Gaze Direction
In the cases of paralysis so severe that a person's ability to control movement is limited to the muscles around the eyes, eye movements or blinks are the only way for the per...
John J. Magee, Margrit Betke, James Gips, M. R. Sc...
AICI
2010
15 years 3 months ago
A Cell-Phone Based Brain-Computer Interface for Communication in Daily Life
Moving a brain-computer interface from a laboratory demonstration to real-life applications poses severe challenges to the BCI community. Recently, with advances in the biomedical ...
Yu-Te Wang, Yijun Wang, Tzyy-Ping Jung