dr. ir. David Verstraeten

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Dynamic stopping improves the speed and accuracy of a P300 speller

Hannes Verschore, Pieter-Jan Kindermans (UGent) , David Verstraeten (UGent) and Benjamin Schrauwen (UGent)

(2012) International Conference on Artificial Neural Networks, Proceedings.

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journalArticle
A1
open access

A bayesian model for exploiting application constraints to enable unsupervised training of a P300 based BCI

Pieter-Jan Kindermans (UGent) , David Verstraeten (UGent) and Benjamin Schrauwen (UGent)

(2012) PLOS ONE. 7(4).

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Photonic reservoir computing and information processing with coupled semiconductor optical amplifiers

Kristof Vandoorne (UGent) , Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Peter Bienstman (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) and Joni Dambre (UGent)

(2011) Fifth 'Rio De La Plata' workshop on laser dynamics and nonlinear photonics.

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conference
C1
open access

The moving crowd: collecting and processing of crowd behaviour data

Rik Bellens (UGent) , Sven Vlassenroot (UGent) , David Verstraeten (UGent) and Sidharta Gautama (UGent)

(2011) 8th ITS European congress and exhibition on intelligent transport systems and services, Proceedings.

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Collecting and processing of crowd behaviour data by the use of cell phone data

Rik Bellens (UGent) , Sven Vlassenroot (UGent) , David Verstraeten (UGent) and Sidharta Gautama (UGent)

(2011) ITS World Congress, 18th, Proceedings.

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conference
C1
open access

Delays in photonic reservoir computing with semiconductor optical amplifiers

Kristof Vandoorne (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2011) Proceedings of the 2011 annual symposium of the IEEE Photonics Benelux Chapter. p.281-284

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Connected digit recognition by means of Reservoir Computing

Azarakhsh Jalalvand (UGent) , Fabian Triefenbach (UGent) , David Verstraeten (UGent) and Jean-Pierre Martens (UGent)

(2011) Proceedings of the 12th annual conference of the International Speech Communication Association (Interspeech 2011). p.1725-1728

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Speech recognition using photonic reservoir computing with semiconductor optical amplifiers

Kristof Vandoorne (UGent) , Joni Dambre (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) and Peter Bienstman (UGent)

(2011) Conference proceedings : 2nd international conference on morphological computation. p.148-148

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journalArticle
A1
open access

Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing

Pieter Buteneers (UGent) , David Verstraeten (UGent) , Pieter van Mierlo (UGent) , Tine Wyckhuys (UGent) , Dirk Stroobandt (UGent) , Robrecht Raedt (UGent) , Hans Hallez (UGent) and Benjamin Schrauwen (UGent)

(2011) ARTIFICIAL INTELLIGENCE IN MEDICINE. 53(3). p.215-223

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Parallel reservoir computing using optical amplifiers

Kristof Vandoorne (UGent) , Joni Dambre (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) and Peter Bienstman (UGent)

(2011) IEEE TRANSACTIONS ON NEURAL NETWORKS. 22(9). p.1469-1481

Academic Bibliography

dr. ir. David Verstraeten

Dynamic stopping improves the speed and accuracy of a P300 speller

A bayesian model for exploiting application constraints to enable unsupervised training of a P300 based BCI

Photonic reservoir computing and information processing with coupled semiconductor optical amplifiers

The moving crowd: collecting and processing of crowd behaviour data

Collecting and processing of crowd behaviour data by the use of cell phone data

Delays in photonic reservoir computing with semiconductor optical amplifiers

Connected digit recognition by means of Reservoir Computing

Speech recognition using photonic reservoir computing with semiconductor optical amplifiers

Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing

Parallel reservoir computing using optical amplifiers

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