Guy Cheron

27 papers B 9Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
EMG subspace alignment and visualization for cross-subject hand gesture classification.
CoRR
Martin Colot, Cédric Simar, Mathieu Petieau, Ana-Maria Cebolla Alvarez, Guy Cheron, Gianluca Bontempi
2023 — conf
EMG Subspace Alignment and Visualization for Cross-Subject Hand Gesture Classification.
PKDD/ECML Workshops (4)
Martin Colot, Cédric Simar, Mathieu Petieau, Ana-Maria Cebolla Alvarez, Guy Cheron, Gianluca Bontempi
2020 B conf
EEG-based brain-computer interface for alpha speed control of a small robot using the MUSE headband.
IJCNN
Cédric Simar, Mathieu Petieau, Anita Cebolla, Axelle Leroy, Gianluca Bontempi, Guy Cheron
2014 J jnl
Modulation of the N30 generators of the somatosensory evoked potentials by the mirror neuron system.
NeuroImage
Ana-Maria Cebolla, E. Palmero-Soler, Bernard Dan, Guy Cheron
2014 J jnl
Physiological modules for generating discrete and rhythmic movements: action identification by a dynamic recurrent neural network.
Frontiers Comput. Neurosci.
Ana Bengoetxea, Françoise Leurs, Thomas Hoellinger, Ana-Maria Cebolla, Bernard Dan, Joseph McIntyre, Guy Cheron
2014 J jnl
Physiological modules for generating discrete and rhythmic movements: component analysis of EMG signals.
Frontiers Comput. Neurosci.
Ana Bengoetxea, Françoise Leurs, Thomas Hoellinger, Ana-Maria Cebolla, Bernard Dan, Guy Cheron, Joseph McIntyre
2013 — conf
A quantitative comparison of the most sophisticated EOG-based eye movement recognition techniques.
CCMB
Matthieu Duvinage, J. Cubeta, Thierry Castermans, Mathieu Petieau, Thomas Hoellinger, Guy Cheron, Thierry Dutoit
2013 J jnl
Biological oscillations for learning walking coordination: dynamic recurrent neural network functionally models physiological central pattern generator.
Frontiers Comput. Neurosci.
Thomas Hoellinger, Mathieu Petieau, Matthieu Duvinage, Thierry Castermans, Karthik Seetharaman, Ana-Maria Cebolla, Ana Bengoetxea, Yuri P. Ivanenko, Bernard Dan, Guy Cheron
2012 — conf
A subjective assessment of a P300 BCI system for lower-limb rehabilitation purposes.
EMBC
Matthieu Duvinage, Thierry Castermans, Mathieu Petieau, Karthik Seetharaman, Thomas Hoellinger, Guy Cheron, Thierry Dutoit
2012 B conf
Are current gait-related artifact removal techniques useful for low-complexity BCIs?
IJCNN
Matthieu Duvinage, Thierry Castermans, Mathieu Petieau, Guy Cheron, Thierry Dutoit
2012 — conf
EEG and Human Locomotion - Descending Commands and Sensory Feedback should be Disentangled from Artifacts Thanks to New Experimental Protocols Position Paper.
BIOSIGNALS
Thierry Castermans, Matthieu Duvinage, Guy Cheron, Thierry Dutoit
2011 J jnl
Frontal phasic and oscillatory generators of the N30 somatosensory evoked potential.
NeuroImage
Ana-Maria Cebolla, E. Palmero-Soler, Bernard Dan, Guy Cheron
2011 J jnl
Optimizing the Performances of a P300-Based Brain-Computer Interface in Ambulatory Conditions.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Thierry Castermans, Matthieu Duvinage, Mathieu Petieau, Thomas Hoellinger, Caty De Saedeleer, Karthik Seetharaman, Ana Bengoetxea, Guy Cheron, Thierry Dutoit
2002 J jnl
Self-selected modular recurrent neural networks with postural and inertial subnetworks applied to complex movements.
Biol. Cybern.
Jean-Philippe Draye, Jack M. Winters, Guy Cheron
1998 B conf
Control of a subsonic electropneumatic acoustic generator with dynamic recurrent neural networks.
ESANN
Jean-Philippe Draye, Laurent Blondel, Guy Cheron
1997 J jnl
An inhibitory weight initialization improves the speed and quality of recurrent neural networks learning.
Neurocomputing
Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert
1997 J jnl
Emergence of clusters in the hidden layer of a dynamic recurrent neural network.
Biol. Cybern.
Jean-Philippe Draye, Guy Cheron, Gaetan Libert, Emile Godaux
1997 B conf
Evidence of efficiency of recurrent neural networks with ARMA-like units.
ESANN
Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert
1997 B conf
Improved Identification of the Human Shoulder Kinematics with Muscle Biological Filters.
AIME
Jean-Philippe Draye, Guy Cheron, Davor Pavisic, Gaetan Libert
1996 J jnl
A dynamic neural network identification of electromyography and arm trajectory relationship during complex movements.
IEEE Trans. Biomed. Eng.
Guy Cheron, Jean-Philippe Draye, Marc Bourgeios, Gaetan Libert
1996 B conf
Adaptative time constants improve the dynamic features of recurrent neural networks.
ESANN
Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert
1996 J jnl
Dynamic recurrent neural networks: a dynamical analysis.
IEEE Trans. Syst. Man Cybern. Part B
Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert
1996 B conf
Negative initial weights improve learning in recurrent neural networks.
ESANN
Davor Pavisic, Jean-Philippe Draye, Roberto Teran, Gustavo Calderon, Guy Cheron, Gaetan Libert
1995 J jnl
Adaptative time constants improve the prediction capability of recurrent neural networks.
Neural Process. Lett.
Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert
1995 B conf
Identification of the human arm kinetics using dynamic recurrent neural networks.
ESANN
Jean-Philippe Draye, Guy Cheron, Marc Bourgeois, Davor Pavisic, Gaetan Libert
1993 B conf
An efficient learning model for the neural integrator of the oculomotor system.
ESANN
Jean-Philippe Draye, Guy Cheron, Gaetan Libert, Emile Godaux
1987 J jnl
Algorthms for the Analysis of the Nystagmic Eye Movements Induced by Sinusoidal Head Rotations.
IEEE Trans. Biomed. Eng.
Jean-Francols Baland, Emile Godaux, Guy Cheron