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
Jean-Pierre NadalCNRS & EHESS - LPENS, ENS, and CAMS, EHESS, Paris, FranceVerified email at phys.ens.fr
Christiane LinsterDept. of Neurobiology and Behavior, Cornell UnivVerified email at cornell.edu
Yin YangThe University of UtahVerified email at utah.edu
Christine HenryCardiologsVerified 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
Sergei ShishkinMEG Center, Moscow University of Psychology and EducationVerified email at mgppu.ru
AYRAL Pierre-AlainIngénieur de recherche CNRS, UMR 7 300 ESPACEVerified email at cnrs.fr
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
Patrice AkninScientific Director, IRT SystemXVerified email at ifsttar.fr

Gerard Dreyfus

ESPCI Paris - PSL

Verified email at espci.fr

machine learning QSAR BCI Artificial Intelligence electret


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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	1267	1990
Neural networks: methodology and applications G Dreyfus Springer Science & Business Media, 2005	1054	2005
Collective computational properties of neural networks: New learning mechanisms L Personnaz, I Guyon, G Dreyfus Physical Review A 34 (5), 4217, 1986	467	1986
Réseaux de neurones-Méthodologie et applications G Dreyfus, JM Martinez, M Samuelides, M B Gordon, F Badran, S Thiria, ... HAL 2002, 2002	396*	2002
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	394	1985
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	390	2003
New principle for the determination of potential distributions in dielectrics P Laurenceau, G Dreyfus, J Lewiner Physical Review Letters 38, 46 - 49, 1977	328	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	323	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	293	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	267	1998
Initialization by selection for wavelet network training Y Oussar, G Dreyfus Neurocomputing 34 (1-4), 131-143, 2000	262	2000
Réseaux de neurones G Dreyfus Eyrolles, 2002	259*	2002
Stress-wave probing of electric field distributions in dielectrics C Alquié, G Dreyfus, J Lewiner Physical Review Letters 47, 1483 – 1487, 1981	238	1981
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	221	2010
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	200	1994
Pairwise neural network classifiers with probabilistic outputs D Price, S Knerr, L Personnaz, G Dreyfus Advances in neural information processing systems 7, 1994	189	1994
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	132	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	131	2007
Apprentissage statistique G Dreyfus Editions Eyrolles, 2008	120	2008
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	118	2018

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