Guy Cheron

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 2

Top Topics

Evoked Potentials

Component Analysis

Brain Computer Interface

Top Venues

Frontiers Comput. Neurosci.

Publications

Martin Colot, Cédric Simar, Mathieu Petieau, Ana-Maria Cebolla Alvarez, Guy Cheron, Gianluca Bontempi
EMG subspace alignment and visualization for cross-subject hand gesture classification. CoRR (2024)
Cédric Simar, Mathieu Petieau, Anita Cebolla, Axelle Leroy, Gianluca Bontempi, Guy Cheron
EEG-based brain-computer interface for alpha speed control of a small robot using the MUSE headband. IJCNN (2020)
Ana Bengoetxea, Françoise Leurs, Thomas Hoellinger, Ana-Maria Cebolla, Bernard Dan, Guy Cheron, Joseph McIntyre
Physiological modules for generating discrete and rhythmic movements: component analysis of EMG signals. Frontiers Comput. Neurosci. 8 (2014)
Ana-Maria Cebolla, E. Palmero-Soler, Bernard Dan, Guy Cheron
Modulation of the N30 generators of the somatosensory evoked potentials by the mirror neuron system. NeuroImage 95 (2014)
Ana Bengoetxea, Françoise Leurs, Thomas Hoellinger, Ana-Maria Cebolla, Bernard Dan, Joseph McIntyre, Guy Cheron
Physiological modules for generating discrete and rhythmic movements: action identification by a dynamic recurrent neural network. Frontiers Comput. Neurosci. 8 (2014)
Thomas Hoellinger, Mathieu Petieau, Matthieu Duvinage, Thierry Castermans, Karthik Seetharaman, Ana-Maria Cebolla, Ana Bengoetxea, Yuri P. Ivanenko, Bernard Dan, Guy Cheron
Biological oscillations for learning walking coordination: dynamic recurrent neural network functionally models physiological central pattern generator. Frontiers Comput. Neurosci. 7 (2013)
Matthieu Duvinage, J. Cubeta, Thierry Castermans, Mathieu Petieau, Thomas Hoellinger, Guy Cheron, Thierry Dutoit
A quantitative comparison of the most sophisticated EOG-based eye movement recognition techniques. CCMB (2013)
Matthieu Duvinage, Thierry Castermans, Mathieu Petieau, Karthik Seetharaman, Thomas Hoellinger, Guy Cheron, Thierry Dutoit
A subjective assessment of a P300 BCI system for lower-limb rehabilitation purposes. EMBC (2012)
Matthieu Duvinage, Thierry Castermans, Mathieu Petieau, Guy Cheron, Thierry Dutoit
Are current gait-related artifact removal techniques useful for low-complexity BCIs? IJCNN (2012)
Thierry Castermans, Matthieu Duvinage, Guy Cheron, Thierry Dutoit
EEG and Human Locomotion - Descending Commands and Sensory Feedback should be Disentangled from Artifacts Thanks to New Experimental Protocols Position Paper. BIOSIGNALS (2012)
Ana-Maria Cebolla, E. Palmero-Soler, Bernard Dan, Guy Cheron
Frontal phasic and oscillatory generators of the N30 somatosensory evoked potential. NeuroImage 54 (2) (2011)
Thierry Castermans, Matthieu Duvinage, Mathieu Petieau, Thomas Hoellinger, Caty De Saedeleer, Karthik Seetharaman, Ana Bengoetxea, Guy Cheron, Thierry Dutoit
Optimizing the Performances of a P300-Based Brain-Computer Interface in Ambulatory Conditions. IEEE J. Emerg. Sel. Topics Circuits Syst. 1 (4) (2011)
Jean-Philippe Draye, Jack M. Winters, Guy Cheron
Self-selected modular recurrent neural networks with postural and inertial subnetworks applied to complex movements. Biol. Cybern. 87 (1) (2002)
Jean-Philippe Draye, Laurent Blondel, Guy Cheron
Control of a subsonic electropneumatic acoustic generator with dynamic recurrent neural networks. ESANN (1998)
Jean-Philippe Draye, Guy Cheron, Davor Pavisic, Gaetan Libert
Improved Identification of the Human Shoulder Kinematics with Muscle Biological Filters. AIME (1997)
Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert
An inhibitory weight initialization improves the speed and quality of recurrent neural networks learning. Neurocomputing 16 (3) (1997)
Jean-Philippe Draye, Guy Cheron, Gaetan Libert, Emile Godaux
Emergence of clusters in the hidden layer of a dynamic recurrent neural network. Biol. Cybern. 76 (5) (1997)
Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert
Evidence of efficiency of recurrent neural networks with ARMA-like units. ESANN (1997)
Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert
Adaptative time constants improve the dynamic features of recurrent neural networks. ESANN (1996)
Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert
Dynamic recurrent neural networks: a dynamical analysis. IEEE Trans. Syst. Man Cybern. Part B 26 (5) (1996)
Davor Pavisic, Jean-Philippe Draye, Roberto Teran, Gustavo Calderon, Guy Cheron, Gaetan Libert
Negative initial weights improve learning in recurrent neural networks. ESANN (1996)
Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert
Adaptative time constants improve the prediction capability of recurrent neural networks. Neural Process. Lett. 2 (3) (1995)
Jean-Philippe Draye, Guy Cheron, Marc Bourgeois, Davor Pavisic, Gaetan Libert
Identification of the human arm kinetics using dynamic recurrent neural networks. ESANN (1995)
Jean-Philippe Draye, Guy Cheron, Gaetan Libert, Emile Godaux
An efficient learning model for the neural integrator of the oculomotor system. ESANN (1993)