Algorthms for the Analysis of the Nystagmic Eye Movements Induced by Sinusoidal Head Rotations. - Jean-Francols Baland; Emile Godaux; Guy Cheron (IEEE Trans. Biomed. Eng., 1987)

An efficient learning model for the neural integrator of the oculomotor system. - Jean-Philippe Draye; Guy Cheron; Gaetan Libert; Emile Godaux (ESANN, 1993)

Identification of the human arm kinetics using dynamic recurrent neural networks. - Jean-Philippe Draye; Guy Cheron; Marc Bourgeois; Davor Pavisic; Gaetan Libert (ESANN, 1995)

Adaptative time constants improve the prediction capability of recurrent neural networks. - Jean-Philippe Draye; Davor Pavisic; Guy Cheron; Gaetan Libert (Neural Process. Lett., 1995)

Adaptative time constants improve the dynamic features of recurrent neural networks. - Jean-Philippe Draye; Davor Pavisic; Guy Cheron; Gaetan Libert (ESANN, 1996)

Negative initial weights improve learning in recurrent neural networks. - Davor Pavisic; Jean-Philippe Draye; Roberto Teran; Gustavo Calderon; Guy Cheron; Gaetan Libert (ESANN, 1996)

A dynamic neural network identification of electromyography and arm trajectory relationship during complex movements. - Guy Cheron; Jean-Philippe Draye; Marc Bourgeios; Gaetan Libert (IEEE Trans. Biomed. Eng., 1996)

Dynamic recurrent neural networks: a dynamical analysis. - Jean-Philippe Draye; Davor Pavisic; Guy Cheron; Gaetan Libert (IEEE Trans. Syst. Man Cybern. Part B, 1996)

Improved Identification of the Human Shoulder Kinematics with Muscle Biological Filters. - Jean-Philippe Draye; Guy Cheron; Davor Pavisic; Gaetan Libert (AIME, 1997)

Evidence of efficiency of recurrent neural networks with ARMA-like units. - Jean-Philippe Draye; Davor Pavisic; Guy Cheron; Gaetan Libert (ESANN, 1997)

Emergence of clusters in the hidden layer of a dynamic recurrent neural network. - Jean-Philippe Draye; Guy Cheron; Gaetan Libert; Emile Godaux (Biol. Cybern., 1997)

An inhibitory weight initialization improves the speed and quality of recurrent neural networks learning. - Jean-Philippe Draye; Davor Pavisic; Guy Cheron; Gaetan Libert (Neurocomputing, 1997)

Control of a subsonic electropneumatic acoustic generator with dynamic recurrent neural networks. - Jean-Philippe Draye; Laurent Blondel; Guy Cheron (ESANN, 1998)

Self-selected modular recurrent neural networks with postural and inertial subnetworks applied to complex movements. - Jean-Philippe Draye; Jack M. Winters; Guy Cheron (Biol. Cybern., 2002)

Optimizing the Performances of a P300-Based Brain-Computer Interface in Ambulatory Conditions. - Thierry Castermans; Matthieu Duvinage; Mathieu Petieau; Thomas Hoellinger; Caty De Saedeleer; Karthik Seetharaman; Ana Bengoetxea; Guy Cheron; Thierry Dutoit (IEEE J. Emerg. Sel. Topics Circuits Syst., 2011)

Frontal phasic and oscillatory generators of the N30 somatosensory evoked potential. - Ana-Maria Cebolla; E. Palmero-Soler; Bernard Dan; Guy Cheron (NeuroImage, 2011)

EEG and Human Locomotion - Descending Commands and Sensory Feedback should be Disentangled from Artifacts Thanks to New Experimental Protocols Position Paper. - Thierry Castermans; Matthieu Duvinage; Guy Cheron; Thierry Dutoit (BIOSIGNALS, 2012)

A subjective assessment of a P300 BCI system for lower-limb rehabilitation purposes. - Matthieu Duvinage; Thierry Castermans; Mathieu Petieau; Karthik Seetharaman; Thomas Hoellinger; Guy Cheron; Thierry Dutoit (EMBC, 2012)

Are current gait-related artifact removal techniques useful for low-complexity BCIs? - Matthieu Duvinage; Thierry Castermans; Mathieu Petieau; Guy Cheron; Thierry Dutoit (IJCNN, 2012)

A quantitative comparison of the most sophisticated EOG-based eye movement recognition techniques. - Matthieu Duvinage; J. Cubeta; Thierry Castermans; Mathieu Petieau; Thomas Hoellinger; Guy Cheron; Thierry Dutoit (CCMB, 2013)

Biological oscillations for learning walking coordination: dynamic recurrent neural network functionally models physiological central pattern generator. - Thomas Hoellinger; Mathieu Petieau; Matthieu Duvinage; Thierry Castermans; Karthik Seetharaman; Ana-Maria Cebolla; Ana Bengoetxea; Yuri P. Ivanenko; Bernard Dan; Guy Cheron (Frontiers Comput. Neurosci., 2013)

Physiological modules for generating discrete and rhythmic movements: component analysis of EMG signals. - Ana Bengoetxea; Françoise Leurs; Thomas Hoellinger; Ana-Maria Cebolla; Bernard Dan; Guy Cheron; Joseph McIntyre (Frontiers Comput. Neurosci., 2014)

Physiological modules for generating discrete and rhythmic movements: action identification by a dynamic recurrent neural network. - Ana Bengoetxea; Françoise Leurs; Thomas Hoellinger; Ana-Maria Cebolla; Bernard Dan; Joseph McIntyre; Guy Cheron (Frontiers Comput. Neurosci., 2014)

Modulation of the N30 generators of the somatosensory evoked potentials by the mirror neuron system. - Ana-Maria Cebolla; E. Palmero-Soler; Bernard Dan; Guy Cheron (NeuroImage, 2014)

EEG-based brain-computer interface for alpha speed control of a small robot using the MUSE headband. - Cédric Simar; Mathieu Petieau; Anita Cebolla; Axelle Leroy; Gianluca Bontempi; Guy Cheron (IJCNN, 2020)

EMG Subspace Alignment and Visualization for Cross-Subject Hand Gesture Classification. - Martin Colot; Cédric Simar; Mathieu Petieau; Ana-Maria Cebolla Alvarez; Guy Cheron; Gianluca Bontempi (PKDD/ECML Workshops (4), 2023)