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ORCIDGuy Cheron
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- affiliation: Free University of Brussels, Belgium
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2020 – today
- 2024
[i1]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 abs/2401.05386 (2024)- 2020
- [c12]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: 1-4
2010 – 2019
- 2014
- [j12]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: 100 (2014) - [j11]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: 169 (2014) - [j10]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: 48-60 (2014) - 2013
- [j9]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: 70 (2013) - [c11]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: 44-52 - 2012
- [c10]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: 309-314 - [c9]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: 3845-3849 - [c8]Matthieu Duvinage, Thierry Castermans, Mathieu Petieau, Guy Cheron, Thierry Dutoit:
Are current gait-related artifact removal techniques useful for low-complexity BCIs? IJCNN 2012: 1-7 - 2011
- [j8]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): 566-577 (2011) - [j7]Ana-Maria Cebolla, E. Palmero-Soler, Bernard Dan, Guy Cheron:
Frontal phasic and oscillatory generators of the N30 somatosensory evoked potential. NeuroImage 54(2): 1297-1306 (2011)
2000 – 2009
- 2002
- [j6]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): 27-39 (2002)
1990 – 1999
- 1998
- [c7]Jean-Philippe Draye, Laurent Blondel, Guy Cheron:
Control of a subsonic electropneumatic acoustic generator with dynamic recurrent neural networks. ESANN 1998: 67-72 - 1997
- [j5]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): 365-374 (1997) - [j4]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): 207-224 (1997) - [c6]Jean-Philippe Draye, Guy Cheron, Davor Pavisic, Gaetan Libert:
Improved Identification of the Human Shoulder Kinematics with Muscle Biological Filters. AIME 1997: 417-428 - [c5]Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert:
Evidence of efficiency of recurrent neural networks with ARMA-like units. ESANN 1997 - 1996
- [j3]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): 692-706 (1996) - [c4]Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert:
Adaptative time constants improve the dynamic features of recurrent neural networks. ESANN 1996 - [c3]Davor Pavisic, Jean-Philippe Draye, Roberto Teran, Gustavo Calderon, Guy Cheron, Gaetan Libert:
Negative initial weights improve learning in recurrent neural networks. ESANN 1996 - 1995
- [j2]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): 12-16 (1995) - [c2]Jean-Philippe Draye, Guy Cheron, Marc Bourgeois, Davor Pavisic, Gaetan Libert:
Identification of the human arm kinetics using dynamic recurrent neural networks. ESANN 1995 - 1993
- [c1]Jean-Philippe Draye, Guy Cheron, Gaetan Libert, Emile Godaux:
An efficient learning model for the neural integrator of the oculomotor system. ESANN 1993
1980 – 1989
- 1987
- [j1]Jean-Francols Baland, Emile Godaux, Guy Cheron:
Algorthms for the Analysis of the Nystagmic Eye Movements Induced by Sinusoidal Head Rotations. IEEE Trans. Biomed. Eng. 34(10): 811-816 (1987)
Coauthor Index
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