Gerard Dreyfus

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Bruce DenbySorbonne UniversitéVerified email at ieee.org
Remi DuboisIHU LIRYCVerified email at ihu-liryc.fr
Maureen StoneUniversity of Maryland Dental SchoolVerified email at umaryland.edu
Thomas HueberGIPSA-lab, CNRS, Grenoble Alpes Univ.Verified email at gipsa-lab.grenoble-inp.fr
Aurore Jaumard-HakounResearch Director, Institut Pi-PsyVerified email at pi-psy.org
Andrzej CichockiSystems Research Institute, Nicolaus Copernicus University, RIKEN (AIP)Verified email at riken.jp
Christiane LinsterDept. of Neurobiology and Behavior, Cornell UnivVerified email at cornell.edu
Jean-Pierre NadalCNRS & EHESS - LPENS, ENS, and CAMS, EHESS, Paris, FranceVerified email at phys.ens.fr
Yin YangThe University of UtahVerified email at utah.edu
Christine HenryImplicityVerified email at cardiologs.com
Samer Khodor Al KorkAssociate Professor ,Electrical Engineering Department Chair at American University of Middle EastVerified email at aum.edu.kw
John CHAPMANSorbonne University and Pitie-Salpetriere University HospitalVerified email at upmc.fr
Tulay AdaliDistinguished University Professor, University of Maryland, Baltimore CountyVerified email at umbc.edu
Claire MartinCNRS, Université Paris CitéVerified email at u-paris.fr
AYRAL Pierre-AlainIngénieur de recherche CNRS, UMR 7 300 ESPACEVerified email at cnrs.fr
Sergei ShishkinMEG Center, Moscow University of Psychology and EducationVerified email at mgppu.ru
Tomasz M. RutkowskiRIKEN AIP & The University of Tokyo & Nicolaus Copernicus UniversityVerified email at bci-lab.info
David HornEmeritus Professor of Physics, Tel Aviv UniversityVerified email at tau.ac.il
Pierre LE CLOIRECProfesseur, Directeur de l'ENSCR, Ecole Nationale Supérieure de Chimie de Rennes, FranceVerified email at ensc-rennes.fr
Latifa OukhellouDirectrice de Recherche. Gustave Eiffel UniversityVerified email at univ-eiffel.fr

Gerard Dreyfus

ESPCI Paris - PSL

Verified email at espci.fr

machine learning QSAR BCI Artificial Intelligence electret


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Single-layer learning revisited: a stepwise procedure for building and training a neural network S Knerr, L Personnaz, G Dreyfus Neurocomputing: algorithms, architectures and applications, 41-50, 1990	1301	1990
Neural networks: methodology and applications G Dreyfus Springer Science & Business Media, 2005	1107	2005
Collective computational properties of neural networks: New learning mechanisms L Personnaz, I Guyon, G Dreyfus Physical Review A 34 (5), 4217, 1986	482	1986
Ranking a random feature for variable and feature selection H Stoppiglia, G Dreyfus, R Dubois, Y Oussar The Journal of Machine Learning Research 3, 1399-1414, 2003	414	2003
Information storage and retrieval in spin-glass like neural networks L Personnaz, I Guyon, G Dreyfus Journal de Physique Lettres 46 (8), 359-365, 1985	411	1985
Réseaux de neurones-Méthodologie et applications G Dreyfus, JM Martinez, M Samuelides, MB Gordon, F Badran, S Thiria, ...	388*	2002
New principle for the determination of potential distributions in dielectrics P Laurenceau, G Dreyfus, J Lewiner Physical Review Letters 38, 46 - 49, 1977	341	1977
Handwritten digit recognition by neural networks with single-layer training S Knerr, L Personnaz, G Dreyfus IEEE Transactions on neural networks 3 (6), 962-968, 1992	339	1992
Neural networks and nonlinear adaptive filtering: Unifying concepts and new algorithms O Nerrand, P Roussel-Ragot, L Personnaz, G Dreyfus, S Marcos Neural computation 5 (2), 165-199, 1993	297	1993
Training wavelet networks for nonlinear dynamic input–output modeling Y Oussar, I Rivals, L Personnaz, G Dreyfus Neurocomputing 20 (1-3), 173-188, 1998	272	1998
Initialization by selection for wavelet network training Y Oussar, G Dreyfus Neurocomputing 34 (1-4), 131-143, 2000	264	2000
Réseaux de neurones G Dreyfus Eyrolles, 2002	251*	2002
Development of a silent speech interface driven by ultrasound and optical images of the tongue and lips T Hueber, EL Benaroya, G Chollet, B Denby, G Dreyfus, M Stone Speech Communication 52 (4), 288-300, 2010	240	2010
Stress-wave probing of electric field distributions in dielectrics C Alquié, G Dreyfus, J Lewiner Physical Review Letters 47, 1483 – 1487, 1981	237	1981
Training recurrent neural networks: Why and how? An illustration in dynamical process modeling O Nerrand, P Roussel-Ragot, D Urbani, L Personnaz, G Dreyfus IEEE Transactions on Neural Networks 5 (2), 178-184, 1994	201	1994
Pairwise neural network classifiers with probabilistic outputs D Price, S Knerr, L Personnaz, G Dreyfus Advances in neural information processing systems 7, 1994	196	1994
Diagnosis of Alzheimer’s disease with Electroencephalography in a differential framework N Houmani, F Vialatte, E Gallego-Jutglà, G Dreyfus, VH Nguyen-Michel, ... PloS one 13 (3), e0193607, 2018	153	2018
Bimodal BCI using simultaneously NIRS and EEG Y Tomita, FB Vialatte, G Dreyfus, Y Mitsukura, H Bakardjian, A Cichocki IEEE Transactions on Biomedical Engineering 61 (4), 1274-1284, 2014	140	2014
Eigentongue feature extraction for an ultrasound-based silent speech interface T Hueber, G Aversano, G Chollet, B Denby, G Dreyfus, Y Oussar, ... 2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007	139	2007
How to be a gray box: dynamic semi-physical modeling Y Oussar, G Dreyfus Neural networks 14 (9), 1161-1172, 2001	125	2001

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