dr. ir. David Verstraeten
No current affiliation with UGent
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- journalArticle
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- open access
Nanophotonic reservoir computing with photonic crystal cavities to generate periodic patterns
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- journalArticle
- A1
- open access
Time series classification for the prediction of dialysis in critically ill patients using echo state networks
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- journalArticle
- A1
- open access
Optimized parameter search for large datasets of the regularization parameter and feature selection for ridge regression
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- journalArticle
- A1
- open access
Real-time detection of epileptic seizures in animal models using reservoir computing
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Locomotion without a brain: physical reservoir computing in tensegrity structures
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Reservoir computing on nanophotonic chips
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Oger: modular learning architectures for large-scale sequential processing
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- conference
- C1
- open access
A P300 BCI for the masses: prior information enables instant unsupervised spelling
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- conference
- C3
- open access
Real-time detection of epileptic seizures in animal models using reservoir computing
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Information processing capacity of dynamical systems
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Dynamic stopping improves the speed and accuracy of a P300 speller
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- journalArticle
- A1
- open access
A bayesian model for exploiting application constraints to enable unsupervised training of a P300 based BCI
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Photonic reservoir computing and information processing with coupled semiconductor optical amplifiers
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- conference
- C1
- open access
The moving crowd: collecting and processing of crowd behaviour data
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Collecting and processing of crowd behaviour data by the use of cell phone data
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- conference
- C1
- open access
Delays in photonic reservoir computing with semiconductor optical amplifiers
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Connected digit recognition by means of Reservoir Computing
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Speech recognition using photonic reservoir computing with semiconductor optical amplifiers
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- journalArticle
- A1
- open access
Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing
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Parallel reservoir computing using optical amplifiers