| 2020 | IJCNN | EEG-based brain-computer interface for alpha speed control of a small robot using the MUSE headband. | Cdric Simar, Mathieu Petieau, Anita Cebolla, Axelle Leroy, Gianluca Bontempi, Guy Cheron |
| 2012 | IJCNN | Are current gait-related artifact removal techniques useful for low-complexity BCIs? | Matthieu Duvinage, Thierry Castermans, Mathieu Petieau, Guy Cheron, Thierry Dutoit |
| 1998 | ESANN | Control of a subsonic electropneumatic acoustic generator with dynamic recurrent neural networks. | Jean-Philippe Draye, Laurent Blondel, Guy Cheron |
| 1997 | AIME | Improved Identification of the Human Shoulder Kinematics with Muscle Biological Filters. | Jean-Philippe Draye, Guy Cheron, Davor Pavisic, Gaetan Libert |
| 1997 | ESANN | Evidence of efficiency of recurrent neural networks with ARMA-like units. | Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert |
| 1996 | ESANN | Adaptative time constants improve the dynamic features of recurrent neural networks. | Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert |
| 1996 | ESANN | Negative initial weights improve learning in recurrent neural networks. | Davor Pavisic, Jean-Philippe Draye, Roberto Teran, Gustavo Calderon, Guy Cheron, Gaetan Libert |
| 1995 | ESANN | Identification of the human arm kinetics using dynamic recurrent neural networks. | Jean-Philippe Draye, Guy Cheron, Marc Bourgeois, Davor Pavisic, Gaetan Libert |
| 1993 | ESANN | An efficient learning model for the neural integrator of the oculomotor system. | Jean-Philippe Draye, Guy Cheron, Gaetan Libert, Emile Godaux |