David Verstraeten

According to our database, David Verstraeten authored at least 28 papers between 2005 and 2014.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2014

Nanophotonic Reservoir Computing With Photonic Crystal Cavities to Generate Periodic Patterns.

Martin Andre Agnes Fiers, Thomas Van Vaerenbergh, Francis Wyffels, David Verstraeten, Benjamin Schrauwen, Joni Dambre, Peter Bienstman

IEEE Trans. Neural Networks Learn. Syst., 2014

Defect Detection in Reinforced Concrete Using Random Neural Architectures.

John B. Butcher, C. R. Day, J. C. Austin, Peter Haycock, David Verstraeten, Benjamin Schrauwen

Comput. Aided Civ. Infrastructure Eng., 2014

2013

Optimized Parameter Search for Large Datasets of the Regularization Parameter and Feature Selection for Ridge Regression.

Pieter Buteneers, Ken Caluwaerts, Joni Dambre, David Verstraeten, Benjamin Schrauwen

Neural Process. Lett., 2013

Reservoir computing and extreme learning machines for non-linear time-series data analysis.

John B. Butcher, David Verstraeten, Benjamin Schrauwen, Charles Day, Peter Haycock

Neural Networks, 2013

Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks.

Femke Ongenae, Stijn Van Looy, David Verstraeten, Thierry Verplancke, Dominique Benoit, Filip De Turck, Tom Dhaene, Benjamin Schrauwen, Johan Decruyenaere

Eng. Appl. Artif. Intell., 2013

Locomotion Without a Brain: Physical Reservoir Computing in Tensegrity Structures.

Ken Caluwaerts, Michiel D'Haene, David Verstraeten, Benjamin Schrauwen

Artif. Life, 2013

2012

Oger: modular learning architectures for large-scale sequential processing.

David Verstraeten, Benjamin Schrauwen, Sander Dieleman, Philemon Brakel, Pieter Buteneers, Dejan Pecevski

J. Mach. Learn. Res., 2012

A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling.

Pieter-Jan Kindermans, Hannes Verschore, David Verstraeten, Benjamin Schrauwen

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Dynamic Stopping Improves the Speed and Accuracy of a P300 Speller.

Hannes Verschore, Pieter-Jan Kindermans, David Verstraeten, Benjamin Schrauwen

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011

Parallel Reservoir Computing Using Optical Amplifiers.

Kristof Vandoorne, Joni Dambre, David Verstraeten, Benjamin Schrauwen, Peter Bienstman

IEEE Trans. Neural Networks, 2011

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

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

Artif. Intell. Medicine, 2011

Connected Digit Recognition by Means of Reservoir Computing.

Azarakhsh Jalalvand, Fabian Triefenbach, David Verstraeten, Jean-Pierre Martens

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

2010

Memory versus non-linearity in reservoirs.

David Verstraeten, Joni Dambre, Xavier Dutoit, Benjamin Schrauwen

Proceedings of the International Joint Conference on Neural Networks, 2010

Extending reservoir computing with random static projections: a hybrid between extreme learning and RC.

John B. Butcher, David Verstraeten, Benjamin Schrauwen, Charles Day, Peter Haycock

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009

On the Quantification of Dynamics in Reservoir Computing.

David Verstraeten, Benjamin Schrauwen

Proceedings of the Artificial Neural Networks, 2009

2008

Compact hardware liquid state machines on FPGA for real-time speech recognition.

Benjamin Schrauwen, Michiel D'Haene, David Verstraeten, Jan M. Van Campenhout

Neural Networks, 2008

Improving reservoirs using intrinsic plasticity.

Benjamin Schrauwen, Marion Wardermann, David Verstraeten, Jochen J. Steil, Dirk Stroobandt

Neurocomputing, 2008

Photonic Reservoir Computing with Coupled Semiconductor Optical Amplifiers.

Kristof Vandoorne, Wouter Dierckx, Benjamin Schrauwen, David Verstraeten, Peter Bienstman, Roel Baets, Jan M. Van Campenhout

Proceedings of the Optical Super Computing, First International Workshop, 2008

Band-pass Reservoir Computing.

Francis Wyffels, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt

Proceedings of the International Joint Conference on Neural Networks, 2008

Real-Time Epileptic Seizure Detection on Intra-cranial Rat Data Using Reservoir Computing.

Pieter Buteneers, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2007

An experimental unification of reservoir computing methods.

David Verstraeten, Benjamin Schrauwen, Michiel D'Haene, Dirk Stroobandt

Neural Networks, 2007

Compact hardware for real-time speech recognition using a Liquid State Machine.

Benjamin Schrauwen, Michiel D'Haene, David Verstraeten, Jan M. Van Campenhout

Proceedings of the International Joint Conference on Neural Networks, 2007

The Introduction of Time-Scales in Reservoir Computing, Applied to Isolated Digits Recognition.

Benjamin Schrauwen, Jeroen Defour, David Verstraeten, Jan M. Van Campenhout

Proceedings of the Artificial Neural Networks, 2007

Adapting reservoir states to get Gaussian distributions.

David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

An overview of reservoir computing: theory, applications and implementations.

Benjamin Schrauwen, David Verstraeten, Jan M. Van Campenhout

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006

Reservoir-based techniques for speech recognition.

David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt

Proceedings of the International Joint Conference on Neural Networks, 2006

2005

Isolated word recognition with the <i>Liquid State Machine</i>: a case study.

David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt, Jan Van Campenhout

Inf. Process. Lett., 2005

Isolated word recognition using a Liquid State Machine.

David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005