Isolated word recognition using a Liquid State Machine. - David Verstraeten; Benjamin Schrauwen; Dirk Stroobandt (ESANN, 2005)

Isolated word recognition with the Liquid State Machine: a case study. - David Verstraeten; Benjamin Schrauwen; Dirk Stroobandt; Jan Van Campenhout (Inf. Process. Lett., 2005)

Reservoir-based techniques for speech recognition. - David Verstraeten; Benjamin Schrauwen; Dirk Stroobandt (IJCNN, 2006)

An overview of reservoir computing: theory, applications and implementations. - Benjamin Schrauwen; David Verstraeten; Jan M. Van Campenhout (ESANN, 2007)

Adapting reservoir states to get Gaussian distributions. - David Verstraeten; Benjamin Schrauwen; Dirk Stroobandt (ESANN, 2007)

The Introduction of Time-Scales in Reservoir Computing, Applied to Isolated Digits Recognition. - Benjamin Schrauwen; Jeroen Defour; David Verstraeten; Jan M. Van Campenhout (ICANN (1), 2007)

Compact hardware for real-time speech recognition using a Liquid State Machine. - Benjamin Schrauwen; Michiel D'Haene; David Verstraeten; Jan M. Van Campenhout (IJCNN, 2007)

An experimental unification of reservoir computing methods. - David Verstraeten; Benjamin Schrauwen; Michiel D'Haene; Dirk Stroobandt (Neural Networks, 2007)

Real-Time Epileptic Seizure Detection on Intra-cranial Rat Data Using Reservoir Computing. - Pieter Buteneers; Benjamin Schrauwen; David Verstraeten; Dirk Stroobandt (ICONIP (1), 2008)

Band-pass Reservoir Computing. - Francis Wyffels; Benjamin Schrauwen; David Verstraeten; Dirk Stroobandt (IJCNN, 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 (OSC, 2008)

Improving reservoirs using intrinsic plasticity. - Benjamin Schrauwen; Marion Wardermann; David Verstraeten; Jochen J. Steil; Dirk Stroobandt (Neurocomputing, 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)

On the Quantification of Dynamics in Reservoir Computing. - David Verstraeten; Benjamin Schrauwen (ICANN (1), 2009)

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 (ESANN, 2010)

Memory versus non-linearity in reservoirs. - David Verstraeten; Joni Dambre; Xavier Dutoit; Benjamin Schrauwen (IJCNN, 2010)

Connected Digit Recognition by Means of Reservoir Computing. - Azarakhsh Jalalvand; Fabian Triefenbach; David Verstraeten; Jean-Pierre Martens (INTERSPEECH, 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)

Parallel Reservoir Computing Using Optical Amplifiers. - Kristof Vandoorne; Joni Dambre; David Verstraeten; Benjamin Schrauwen; Peter Bienstman (IEEE Trans. Neural Networks, 2011)

Dynamic Stopping Improves the Speed and Accuracy of a P300 Speller. - Hannes Verschore; Pieter-Jan Kindermans; David Verstraeten; Benjamin Schrauwen (ICANN (1), 2012)

A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling. - Pieter-Jan Kindermans; Hannes Verschore; David Verstraeten; Benjamin Schrauwen (NIPS, 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)

Locomotion Without a Brain: Physical Reservoir Computing in Tensegrity Structures. - Ken Caluwaerts; Michiel D'Haene; David Verstraeten; Benjamin Schrauwen (Artif. Life, 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)

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)

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)

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)

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)