David Verstraeten

发表

Isolated word recognition using a Liquid State Machine

Benjamin Schrauwen, Dirk Stroobandt, David Verstraeten, 2005, ESANN.

Speech recognition using reservoir computing

David Verstraeten, 2006 .

Nanophotonic Reservoir Computing With Photonic Crystal Cavities to Generate Periodic Patterns

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2014, IEEE Transactions on Neural Networks and Learning Systems.

Parallel Reservoir Computing Using Optical Amplifiers

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2011, IEEE Transactions on Neural Networks.

Photonic reservoir computing and information processing with coupled semiconductor optical amplifiers

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2011, 2011 Fifth Rio De La Plata Workshop on Laser Dynamics and Nonlinear Photonics.

Photonic reservoir computing as a new paradigm for optical information processing

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2010 .

The moving crowd: collecting and processing of crowd behaviour data

Sidharta Gautama, David Verstraeten, Sven Vlassenroot, 2011 .

Toward optical signal processing using photonic reservoir computing.

Benjamin Schrauwen, David Verstraeten, Roel Baets, 2008, Optics express.

An overview of reservoir computing: theory, applications and implementations

Benjamin Schrauwen, Jan M. Van Campenhout, David Verstraeten, 2007, ESANN.

Information Processing Capacity of

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2012 .

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

Hans Hallez, Benjamin Schrauwen, Dirk Stroobandt, 2011, Artif. Intell. Medicine.

Dynamic Stopping Improves the Speed and Accuracy of a P300 Speller

Benjamin Schrauwen, David Verstraeten, Pieter-Jan Kindermans, 2012, ICANN.

In silico case studies of compliant robots: AMARSI deliverable 3.3

Benjamin Schrauwen, Kohei Nakajima, Qian Zhao, 2014 .

Advances in photonic reservoir computing on an integrated platform

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2011, 2011 13th International Conference on Transparent Optical Networks.

On the Quantification of Dynamics in Reservoir Computing

Benjamin Schrauwen, David Verstraeten, B. Schrauwen, 2009, ICANN.

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

Benjamin Schrauwen, David Verstraeten, Pieter-Jan Kindermans, 2012, NIPS.

Defect Detection in Reinforced Concrete Using Random Neural Architectures

Benjamin Schrauwen, David Verstraeten, John B. Butcher, 2014, Comput. Aided Civ. Infrastructure Eng..

Connected Digit Recognition by Means of Reservoir Computing

Jean-Pierre Martens, David Verstraeten, Azarakhsh Jalalvand, 2011, INTERSPEECH.

An uncued brain-computer interface using reservoir computing

Benjamin Schrauwen, David Verstraeten, Pieter-Jan Kindermans, 2010, NIPS 2010.

Reservoir computing on nanophotonic chips

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2012 .

Reservoir Computing with Stochastic Bitstream Neurons

Benjamin Schrauwen, Dirk Stroobandt, David Verstraeten, 2005 .

Information Processing Capacity of Dynamical Systems

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2012, Scientific Reports.

Performance of solmacs, a high PV solar concentrator with efficient optics

Jerôme Loicq, Lionel Jacques, Tanguy Thibert, 2012 .

Improving reservoirs using intrinsic plasticity

Jochen J. Steil, Benjamin Schrauwen, Dirk Stroobandt, 2008, Neurocomputing.

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

Benjamin Schrauwen, Jan M. Van Campenhout, David Verstraeten, 2007, ICANN.

Stochastic Bitstream-based Reservoir Computing with Feedback

David Verstraeten, 2005 .

Epileptic seizure detection using Reservoir Computing

Benjamin Schrauwen, Dirk Stroobandt, David Verstraeten, 2008 .

Memory versus non-linearity in reservoirs

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Real-time epileptic seizure detection using reservoir computing

Benjamin Schrauwen, Dirk Stroobandt, David Verstraeten, 2009 .

Recognition of Isolated Digits using a Liquid State Machine

Benjamin Schrauwen, Jan Van Campenhout, David Verstraeten, 2005 .

Reservoir Computing: computation with dynamical systems

David Verstraeten, 2009 .

The unified Reservoir Computing concept and its digital hardware implementations

Benjamin Schrauwen, Dirk Stroobandt, David Verstraeten, 2006 .

An experimental comparison of reservoir computing methods

David Verstraeten, 2006, NIPS 2006.

Photonic reservoir computing: A new approach to optical information processing

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2010, 2010 12th International Conference on Transparent Optical Networks.

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

Filip De Turck, Tom Dhaene, Benjamin Schrauwen, 2013, Eng. Appl. Artif. Intell..

Oger: modular learning architectures for large-scale sequential processing

Benjamin Schrauwen, Sander Dieleman, David Verstraeten, 2012, J. Mach. Learn. Res..

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

Benjamin Schrauwen, Charles Day, David Verstraeten, 2010, ESANN.

Real-time detection of epileptic seizures in animal models using reservoir computing

Benjamin Schrauwen, Dirk Stroobandt, David Verstraeten, 2013, Epilepsy Research.

The MOVE Project: Smartphones for Smart Travel-behaviour Data Analyses

Sidharta Gautama, David Verstraeten, Sven Vlassenroot, 2012 .

Speech recognition using photonic reservoir computing with semiconductor optical amplifiers

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2011 .

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

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2013, Neural Processing Letters.

Experimental demonstration of reservoir computing on a silicon photonics chip

Geert Morthier, Benjamin Schrauwen, David Verstraeten, 2014, Nature Communications.

Photonic reservoir computing: a new approach to optical information processing

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2010, Photonics North.

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

Sidharta Gautama, David Verstraeten, Sven Vlassenroot, 2011 .

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

Benjamin Schrauwen, Jan M. Van Campenhout, David Verstraeten, 2007, 2007 International Joint Conference on Neural Networks.

Band-pass Reservoir Computing

Benjamin Schrauwen, Dirk Stroobandt, David Verstraeten, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Infrared achromatic phase shifters using modulated total internal reflection

Dimitri Mawet, Pierre Riaud, Jean Surdej, 2006, SPIE Astronomical Telescopes + Instrumentation.

Pattern classification with CNNs as reservoirs

Johan A. K. Suykens, Benjamin Schrauwen, Dirk Stroobandt, 2008 .

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

Benjamin Schrauwen, Dirk Stroobandt, David Verstraeten, 2008, ICONIP.

Reservoir-based techniques for speech recognition

Benjamin Schrauwen, Dirk Stroobandt, David Verstraeten, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Adapting reservoir states to get Gaussian distributions

Benjamin Schrauwen, Dirk Stroobandt, David Verstraeten, 2007, ESANN.

An experimental unification of reservoir computing methods

Benjamin Schrauwen, Dirk Stroobandt, David Verstraeten, 2007, Neural Networks.

Optical signal processing with a network of semiconductor optical amplifiers in the context of photonic reservoir computing

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2011, OPTO.

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

Benjamin Schrauwen, Jan M. Van Campenhout, David Verstraeten, 2008, Neural Networks.

Locomotion Without a Brain: Physical Reservoir Computing in Tensegrity Structures

Benjamin Schrauwen, David Verstraeten, Michiel D'Haene, 2013, Artificial Life.

Adapting reservoirs to get Gaussian distributions

Benjamin Schrauwen, Dirk Stroobandt, David Verstraeten, 2007 .

Photonic Reservoir Computing with Coupled Semiconductor Optical Amplifiers

Benjamin Schrauwen, Jan M. Van Campenhout, Roel Baets, 2008, OSC.

A Bayesian Model for Exploiting Application Constraints to Enable Unsupervised Training of a P300-based BCI

Benjamin Schrauwen, David Verstraeten, Pieter-Jan Kindermans, 2012, PloS one.

How do you like your P300 speller: adaptive, accurate and simple?

Benjamin Schrauwen, David Verstraeten, Pieter-Jan Kindermans, 2011 .

Delays in photonic reservoir computing with semiconductor optical amplifiers

Benjamin Schrauwen, David Verstraeten, Joni Dambre, 2010 .