| 2014 | ECCV | Sign Language Recognition Using Convolutional Neural Networks. | Lionel Pigou, Sander Dieleman, Pieter-Jan Kindermans, Benjamin Schrauwen |
| 2014 | ICASSP | End-to-end learning for music audio. | Sander Dieleman, Benjamin Schrauwen |
| 2013 | ICMLA | Terrain Classification for a Quadruped Robot. | Jonas Degrave, Robin Van Cauwenbergh, Francis Wyffels, Tim Waegeman, Benjamin Schrauwen |
| 2013 | IJCNN | The spectral radius remains a valid indicator of the Echo state property for large reservoirs. | Ken Caluwaerts, Francis Wyffels, Sander Dieleman, Benjamin Schrauwen |
| 2013 | Interspeech | Bidirectional truncated recurrent neural networks for efficient speech denoising. | Philemon Brakel, Dirk Stroobandt, Benjamin Schrauwen |
| 2013 | ISCAS | Recent advances in optical Reservoir Computing. | Franois Duport, Anteo Smerieri, Yvan Paquot, Bendix Schneider, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar |
| 2013 | WWW | Using topic models for Twitter hashtag recommendation. | Frderic Godin, Viktor Slavkovikj, Wesley De Neve, Benjamin Schrauwen, Rik Van de Walle |
| 2012 | ESANN | A discrete/rhythmic pattern generating RNN. | Tim Waegeman, Francis Wyffels, Benjamin Schrauwen |
| 2012 | ICANN | Training Restricted Boltzmann Machines with Multi-tempering: Harnessing Parallelization. | Philemon Brakel, Sander Dieleman, Benjamin Schrauwen |
| 2012 | ICANN | Infinite Sparse Threshold Unit Networks. | Michiel Hermans, Benjamin Schrauwen |
| 2012 | ICANN | Effects of Architecture Choices on Sparse Coding in Speech Recognition. | Fionntn O'Donnell, Fabian Triefenbach, Jean-Pierre Martens, Benjamin Schrauwen |
| 2012 | ICANN | Dynamic Stopping Improves the Speed and Accuracy of a P300 Speller. | Hannes Verschore, Pieter-Jan Kindermans, David Verstraeten, Benjamin Schrauwen |
| 2012 | ICONIP | Energy-Based Temporal Neural Networks for Imputing Missing Values. | Philemon Brakel, Benjamin Schrauwen |
| 2011 | ICONIP | Towards Learning Inverse Kinematics with a Neural Network Based Tracking Controller. | Tim Waegeman, Benjamin Schrauwen |
| 2010 | ESANN | 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 |
| 2010 | ESANN | Machine Learning Techniques based on Random Projections. | Yoan Miche, Benjamin Schrauwen, Amaury Lendasse |
| 2010 | IJCNN | Memory in reservoirs for high dimensional input. | Michiel Hermans, Benjamin Schrauwen |
| 2010 | ICRA | Supervised learning of internal models for autonomous goal-oriented robot navigation using Reservoir Computing. | Eric A. Antonelo, Benjamin Schrauwen |
| 2010 | IJCNN | Memory versus non-linearity in reservoirs. | David Verstraeten, Joni Dambre, Xavier Dutoit, Benjamin Schrauwen |
| 2010 | ISCAS | One step Backpropagation Through Time for learning input mapping in reservoir computing applied to speech recognition. | Michiel Hermans, Benjamin Schrauwen |
| 2009 | ESANN | Non-markovian process modelling with Echo State Networks. | Xavier Dutoit, Benjamin Schrauwen, Hendrik Van Brussel |
| 2009 | ESANN | Recent advances in efficient learning of recurrent networks. | Barbara Hammer, Benjamin Schrauwen, Jochen J. Steil |
| 2009 | ICANN | Unsupervised Learning in Reservoir Computing: Modeling Hippocampal Place Cells for Small Mobile Robots. | Eric A. Antonelo, Benjamin Schrauwen |
| 2009 | ICANN | On the Quantification of Dynamics in Reservoir Computing. | David Verstraeten, Benjamin Schrauwen |
| 2009 | SMC | Towards Autonomous Self-localization of Small Mobile Robots using Reservoir Computing and Slow Feature Analysis. | Eric A. Antonelo, Benjamin Schrauwen |
| 2008 | ESANN | Pruning and Regularisation in Reservoir Computing: a First Insight. | Xavier Dutoit, Benjamin Schrauwen, Jan M. Van Campenhout, Dirk Stroobandt, Hendrik Van Brussel, Marnix Nuttin |
| 2008 | ICANN | Stable Output Feedback in Reservoir Computing Using Ridge Regression. | Francis Wyffels, Benjamin Schrauwen, Dirk Stroobandt |
| 2008 | ICONIP | Real-Time Epileptic Seizure Detection on Intra-cranial Rat Data Using Reservoir Computing. | Pieter Buteneers, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt |
| 2008 | ICRA | Mobile robot control in the road sign problem using Reservoir Computing networks. | Eric A. Antonelo, Benjamin Schrauwen, Dirk Stroobandt |
| 2008 | IJCNN | Band-pass Reservoir Computing. | Francis Wyffels, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt |
| 2008 | SMC | Modeling multiple autonomous robot behaviors and behavior switching with a single reservoir computing network. | Eric Aislan Antonelo, Benjamin Schrauwen, Dirk Stroobandt |
| 2007 | ESANN | Bat echolocation modelling using spike kernels with Support Vector Regression. | Bertrand Fontaine, Herbert Peremans, Benjamin Schrauwen |
| 2007 | ESANN | An overview of reservoir computing: theory, applications and implementations. | Benjamin Schrauwen, David Verstraeten, Jan M. Van Campenhout |
| 2007 | ESANN | Adapting reservoir states to get Gaussian distributions. | David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt |
| 2007 | ICANN | Event Detection and Localization in Mobile Robot Navigation Using Reservoir Computing. | Eric A. Antonelo, Benjamin Schrauwen, Xavier Dutoit, Dirk Stroobandt, Marnix Nuttin |
| 2007 | ICANN | The Introduction of Time-Scales in Reservoir Computing, Applied to Isolated Digits Recognition. | Benjamin Schrauwen, Jeroen Defour, David Verstraeten, Jan M. Van Campenhout |
| 2007 | IJCNN | Compact hardware for real-time speech recognition using a Liquid State Machine. | Benjamin Schrauwen, Michiel D'Haene, David Verstraeten, Jan M. Van Campenhout |
| 2006 | ESANN | Linking non-binned spike train kernels to several existing spike train metrics. | Benjamin Schrauwen, Jan M. Van Campenhout |
| 2006 | ESANN | Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic. | Benjamin Schrauwen, Jan M. Van Campenhout |
| 2006 | ICANN | Accelerating Event Based Simulation for Multi-synapse Spiking Neural Networks. | Michiel D'Haene, Benjamin Schrauwen, Dirk Stroobandt |
| 2006 | IJCNN | Backpropagation for Population-Temporal Coded Spiking Neural Networks. | Benjamin Schrauwen, Jan M. Van Campenhout |
| 2006 | IJCNN | Reservoir-based techniques for speech recognition. | David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt |
| 2005 | DATE | A Hardware-Friendly Wavelet Entropy Codec for Scalable Video. | Hendrik Eeckhaut, Harald Devos, Benjamin Schrauwen, Mark Christiaens, Dirk Stroobandt |
| 2005 | ESANN | Isolated word recognition using a Liquid State Machine. | David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt |
| 2004 | IJCNN | Extending SpikeProp. | Benjamin Schrauwen, Jan Van Campenhout |
| 2003 | IJCNN | BSA, a fast and accurate spike train encoding scheme. | Benjamin Schrauwen, Jan Van Campenhout |