David Verstraeten

28 papers A 1B 8Journal 13Unranked 6

Year	Rank	Type	Title / Venue / Authors
2014	J	`jnl`	Defect Detection in Reinforced Concrete Using Random Neural Architectures. Comput. Aided Civ. Infrastructure Eng. John B. Butcher, C. R. Day, J. C. Austin, Peter Haycock, David Verstraeten, Benjamin Schrauwen
2014	J	`jnl`	Nanophotonic Reservoir Computing With Photonic Crystal Cavities to Generate Periodic Patterns. IEEE Trans. Neural Networks Learn. Syst. Martin Andre Agnes Fiers, Thomas Van Vaerenbergh, Francis Wyffels, David Verstraeten, Benjamin Schrauwen, Joni Dambre, Peter Bienstman
2013	J	`jnl`	Locomotion Without a Brain: Physical Reservoir Computing in Tensegrity Structures. Artif. Life Ken Caluwaerts, Michiel D'Haene, David Verstraeten, Benjamin Schrauwen
2013	J	`jnl`	Optimized Parameter Search for Large Datasets of the Regularization Parameter and Feature Selection for Ridge Regression. Neural Process. Lett. Pieter Buteneers, Ken Caluwaerts, Joni Dambre, David Verstraeten, Benjamin Schrauwen
2013	J	`jnl`	Reservoir computing and extreme learning machines for non-linear time-series data analysis. Neural Networks John B. Butcher, David Verstraeten, Benjamin Schrauwen, Charles Day, Peter Haycock
2013	J	`jnl`	Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks. Eng. Appl. Artif. Intell. Femke Ongenae, Stijn Van Looy, David Verstraeten, Thierry Verplancke, Dominique Benoit, Filip De Turck, Tom Dhaene, Benjamin Schrauwen, Johan Decruyenaere
2012	—	`conf`	A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling. NIPS Pieter-Jan Kindermans, Hannes Verschore, David Verstraeten, Benjamin Schrauwen
2012	—	`conf`	Dynamic Stopping Improves the Speed and Accuracy of a P300 Speller. ICANN (1) Hannes Verschore, Pieter-Jan Kindermans, David Verstraeten, Benjamin Schrauwen
2012	J	`jnl`	Oger: modular learning architectures for large-scale sequential processing. J. Mach. Learn. Res. David Verstraeten, Benjamin Schrauwen, Sander Dieleman, Philemon Brakel, Pieter Buteneers, Dejan Pecevski
2011	J	`jnl`	Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing. Artif. Intell. Medicine Pieter Buteneers, David Verstraeten, Pieter van Mierlo, Tine Wyckhuys, Dirk Stroobandt, Robrecht Raedt, Hans Hallez, Benjamin Schrauwen
2011	A	`conf`	Connected Digit Recognition by Means of Reservoir Computing. INTERSPEECH Azarakhsh Jalalvand, Fabian Triefenbach, David Verstraeten, Jean-Pierre Martens
2011	J	`jnl`	Parallel Reservoir Computing Using Optical Amplifiers. IEEE Trans. Neural Networks Kristof Vandoorne, Joni Dambre, David Verstraeten, Benjamin Schrauwen, Peter Bienstman
2010	B	`conf`	Extending reservoir computing with random static projections: a hybrid between extreme learning and RC. ESANN John B. Butcher, David Verstraeten, Benjamin Schrauwen, Charles Day, Peter Haycock
2010	B	`conf`	Memory versus non-linearity in reservoirs. IJCNN David Verstraeten, Joni Dambre, Xavier Dutoit, Benjamin Schrauwen
2009	—	`conf`	On the Quantification of Dynamics in Reservoir Computing. ICANN (1) David Verstraeten, Benjamin Schrauwen
2008	B	`conf`	Band-pass Reservoir Computing. IJCNN Francis Wyffels, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt
2008	J	`jnl`	Compact hardware liquid state machines on FPGA for real-time speech recognition. Neural Networks Benjamin Schrauwen, Michiel D'Haene, David Verstraeten, Jan M. Van Campenhout
2008	J	`jnl`	Improving reservoirs using intrinsic plasticity. Neurocomputing Benjamin Schrauwen, Marion Wardermann, David Verstraeten, Jochen J. Steil, Dirk Stroobandt
2008	—	`conf`	Photonic Reservoir Computing with Coupled Semiconductor Optical Amplifiers. OSC Kristof Vandoorne, Wouter Dierckx, Benjamin Schrauwen, David Verstraeten, Peter Bienstman, Roel Baets, Jan M. Van Campenhout
2008	—	`conf`	Real-Time Epileptic Seizure Detection on Intra-cranial Rat Data Using Reservoir Computing. ICONIP (1) Pieter Buteneers, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt
2007	B	`conf`	Adapting reservoir states to get Gaussian distributions. ESANN David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt
2007	J	`jnl`	An experimental unification of reservoir computing methods. Neural Networks David Verstraeten, Benjamin Schrauwen, Michiel D'Haene, Dirk Stroobandt
2007	B	`conf`	An overview of reservoir computing: theory, applications and implementations. ESANN Benjamin Schrauwen, David Verstraeten, Jan M. Van Campenhout
2007	B	`conf`	Compact hardware for real-time speech recognition using a Liquid State Machine. IJCNN Benjamin Schrauwen, Michiel D'Haene, David Verstraeten, Jan M. Van Campenhout
2007	—	`conf`	The Introduction of Time-Scales in Reservoir Computing, Applied to Isolated Digits Recognition. ICANN (1) Benjamin Schrauwen, Jeroen Defour, David Verstraeten, Jan M. Van Campenhout
2006	B	`conf`	Reservoir-based techniques for speech recognition. IJCNN David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt
2005	B	`conf`	Isolated word recognition using a Liquid State Machine. ESANN David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt
2005	J	`jnl`	Isolated word recognition with the Inf. Process. Lett. David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt, Jan Van Campenhout