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David Verstraeten
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2010 – 2019
- 2014
- [j13]John B. Butcher
, C. R. Day, J. C. Austin
Defect Detection in Reinforced Concrete Using Random Neural Architectures. Comput. Aided Civ. Infrastructure Eng. 29(3): 191-207 (2014) - [j12]Martin Andre Agnes Fiers, Thomas Van Vaerenbergh, Francis Wyffels, David Verstraeten, Benjamin Schrauwen, Joni Dambre
Nanophotonic Reservoir Computing With Photonic Crystal Cavities to Generate Periodic Patterns. IEEE Trans. Neural Networks Learn. Syst. 25(2): 344-355 (2014) - 2013
- [j11]Ken Caluwaerts, Michiel D'Haene, David Verstraeten, Benjamin Schrauwen:
Locomotion Without a Brain: Physical Reservoir Computing in Tensegrity Structures. Artif. Life 19(1): 35-66 (2013) - [j10]Femke Ongenae
Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks. Eng. Appl. Artif. Intell. 26(3): 984-996 (2013) - [j9]John B. Butcher
Reservoir computing and extreme learning machines for non-linear time-series data analysis. Neural Networks 38: 76-89 (2013) - [j8]Pieter Buteneers, Ken Caluwaerts, Joni Dambre
Optimized Parameter Search for Large Datasets of the Regularization Parameter and Feature Selection for Ridge Regression. Neural Process. Lett. 38(3): 403-416 (2013) - 2012
- [j7]David Verstraeten, Benjamin Schrauwen, Sander Dieleman, Philemon Brakel, Pieter Buteneers, Dejan Pecevski:
Oger: modular learning architectures for large-scale sequential processing. J. Mach. Learn. Res. 13: 2995-2998 (2012) - [c15]Hannes Verschore, Pieter-Jan Kindermans, David Verstraeten, Benjamin Schrauwen:
Dynamic Stopping Improves the Speed and Accuracy of a P300 Speller. ICANN (1) 2012: 661-668 - [c14]Pieter-Jan Kindermans, Hannes Verschore, David Verstraeten, Benjamin Schrauwen:
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling. NIPS 2012: 719-727 - 2011
- [j6]Pieter Buteneers, David Verstraeten, Pieter van Mierlo
Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing. Artif. Intell. Medicine 53(3): 215-223 (2011) - [j5]Kristof Vandoorne, Joni Dambre
Parallel Reservoir Computing Using Optical Amplifiers. IEEE Trans. Neural Networks 22(9): 1469-1481 (2011) - [c13]Azarakhsh Jalalvand, Fabian Triefenbach, David Verstraeten, Jean-Pierre Martens:
Connected Digit Recognition by Means of Reservoir Computing. INTERSPEECH 2011: 1725-1728 - 2010
- [c12]John B. Butcher, David Verstraeten, Benjamin Schrauwen, Charles Day, Peter Haycock:
Extending reservoir computing with random static projections: a hybrid between extreme learning and RC. ESANN 2010 - [c11]David Verstraeten, Joni Dambre
Memory versus non-linearity in reservoirs. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [c10]David Verstraeten, Benjamin Schrauwen:
On the Quantification of Dynamics in Reservoir Computing. ICANN (1) 2009: 985-994 - 2008
- [j4]Benjamin Schrauwen, Marion Wardermann, David Verstraeten, Jochen J. Steil, Dirk Stroobandt:
Improving reservoirs using intrinsic plasticity. Neurocomputing 71(7-9): 1159-1171 (2008) - [j3]Benjamin Schrauwen, Michiel D'Haene, David Verstraeten, Jan M. Van Campenhout
Compact hardware liquid state machines on FPGA for real-time speech recognition. Neural Networks 21(2-3): 511-523 (2008) - [c9]Pieter Buteneers, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt:
Real-Time Epileptic Seizure Detection on Intra-cranial Rat Data Using Reservoir Computing. ICONIP (1) 2008: 56-63 - [c8]Francis Wyffels, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt:
Band-pass Reservoir Computing. IJCNN 2008: 3204-3209 - [c7]Kristof Vandoorne, Wouter Dierckx, Benjamin Schrauwen, David Verstraeten, Peter Bienstman, Roel Baets, Jan M. Van Campenhout
Photonic Reservoir Computing with Coupled Semiconductor Optical Amplifiers. OSC 2008: 46-55 - 2007
- [j2]David Verstraeten, Benjamin Schrauwen, Michiel D'Haene, Dirk Stroobandt:
An experimental unification of reservoir computing methods. Neural Networks 20(3): 391-403 (2007) - [c6]Benjamin Schrauwen, David Verstraeten, Jan M. Van Campenhout:
An overview of reservoir computing: theory, applications and implementations. ESANN 2007: 471-482 - [c5]David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt:
Adapting reservoir states to get Gaussian distributions. ESANN 2007: 495-500 - [c4]Benjamin Schrauwen, Jeroen Defour, David Verstraeten, Jan M. Van Campenhout
The Introduction of Time-Scales in Reservoir Computing, Applied to Isolated Digits Recognition. ICANN (1) 2007: 471-479 - [c3]Benjamin Schrauwen, Michiel D'Haene, David Verstraeten, Jan M. Van Campenhout
Compact hardware for real-time speech recognition using a Liquid State Machine. IJCNN 2007: 1097-1102 - 2006
- [c2]David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt:
Reservoir-based techniques for speech recognition. IJCNN 2006: 1050-1053 - 2005
- [j1]David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt, Jan Van Campenhout
Isolated word recognition with the Liquid State Machine: a case study. Inf. Process. Lett. 95(6): 521-528 (2005) - [c1]David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt:
Isolated word recognition using a Liquid State Machine. ESANN 2005: 435-440
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