About
Discord Stateoftheart AI
GitHub

Publications

274

Cited by

9047

Gerard Dreyfus

machine learningqsarbciartificial intelligenceelectret
PSL Research University

France

Papers and Citations

1 - 50
Single-layer learning revisited: a stepwise procedure for building and training a neural network
1990
Gerard Dreyfus
L Personnaz
S Knerr
Cited by 1099
Neural networks: methodology and applications
2005
Gerard Dreyfus
Cited by 793
Collective computational properties of neural networks: New learning mechanisms
1986
Isabelle Guyon
Gerard Dreyfus
L Personnaz
Cited by 411
Information storage and retrieval in spin-glass like neural networks
1985
Gerard Dreyfus
Isabelle Guyon
L Personnaz
Cited by 343
Ranking a random feature for variable and feature selection
2003
Yacine OUSSAR
Gerard Dreyfus
Remi Dubois
+1
Cited by 315
New principle for the determination of potential distributions in dielectrics
1977
P Laurenceau
J Lewiner
Gerard Dreyfus
Cited by 309
Handwritten digit recognition by neural networks with single-layer training
1992
Gerard Dreyfus
L Personnaz
S Knerr
Cited by 274
Réseaux de neurones-Méthodologie et applications
2002
Manuel Samuelides
Mirta B Gordon
Fouad Badran
+4
Cited by 271
réseaux de neurones
2002
Gerard Dreyfus
O NERRAND
P ROUSSEL-RAGOT
+2
Cited by 270
Neural networks and nonlinear adaptive filtering: Unifying concepts and new algorithms
1993
Gerard Dreyfus
L Personnaz
P Roussel-Ragot
+2
Cited by 256
Initialization by selection for wavelet network training
2000
Gerard Dreyfus
Yacine OUSSAR
Cited by 243
Training wavelet networks for nonlinear dynamic input–output modeling
1998
Yacine OUSSAR
Isabelle Rivals
Gerard Dreyfus
+1
Cited by 242
Stress-wave probing of electric field distributions in dielectrics
1981
J Lewiner
C Alquié
Gerard Dreyfus
Cited by 225
Pairwise neural network classifiers with probabilistic outputs
1995
Gerard Dreyfus
L Personnaz
S Knerr
+1
Cited by 184
Training recurrent neural networks: Why and how? An illustration in dynamical process modeling
1994
Gerard Dreyfus
D Urbani
L Personnaz
+2
Cited by 172
Development of a silent speech interface driven by ultrasound and optical images of the tongue and lips
2010
Gerard Dreyfus
G�rard CHOLLET
Bruce Denby
+3
Cited by 159
La commande prédictive
2005
J Richalet
G Lavielle
J Mallet
+1
Cited by 141
Storage and retrieval of complex sequences in neural networks
1988
JP Nadal
L Personnaz
Gerard Dreyfus
+1
Cited by 99
Eigentongue feature extraction for an ultrasound-based silent speech interface
2007
Gerard Dreyfus
Yacine OUSSAR
G�rard CHOLLET
+5
Cited by 99
Bimodal BCI using simultaneously NIRS and EEG
2014
Fran�ois Vialatte
Gerard Dreyfus
H Bakardjian
+3
Cited by 95
How to be a gray box: dynamic semi-physical modeling
2001
Yacine OUSSAR
Gerard Dreyfus
Cited by 87
Local overfitting control via leverages
2002
G Monari
Gerard Dreyfus
Cited by 84
Performance analysis of a pipelined backpropagation parallel algorithm
1993
A Petrowski
C Girault
Gerard Dreyfus
Cited by 77
Toward a principled methodology for neural network design and performance evaluation in QSAR. Application to the prediction of logP
1998
AF Duprat
T Huynh
Gerard Dreyfus
Cited by 72
High-order neural networks: information storage without errors
1987
L Personnaz
Gerard Dreyfus
Isabelle Guyon
Cited by 67
A machine learning approach to the analysis of time–frequency maps, and its application to neural dynamics
2007
Joëlle Haddad
Rémi Gervais
Claire Martin
+4
Cited by 59
Withdrawing an example from the training set: an analytic estimation of its effect on a non-linear parameterised model
2000
G Monari
Gerard Dreyfus
Cited by 47
Les réseaux de neurones
1998
Gerard Dreyfus
Cited by 45
Thermodynamic optimization of block placement
1987
L Bergonzi
Gerard Dreyfus
Patrick SIARRY
Cited by 45
High-performance indoor localization with full-band GSM fingerprints
2009
I Ahriz
Gerard Dreyfus
Bruce Denby
+1
Cited by 44
Rainfall-runoff modeling of flash floods in the absence of rainfall forecasts: the case of “Cévenol flash floods”
2011
M Toukourou
A Johannet
AYRAL Pierre-Alain
+1
Cited by 43
Blind source separation and sparse bump modelling of time frequency representation of EEG signals: New tools for early detection of Alzheimer's disease
2005
T Musha
R Gervais
TM Rutkowski
+3
Cited by 42
Prospects for a silent speech interface using ultrasound imaging
2006
M Stone
Gerard Dreyfus
Yacine OUSSAR
+1
Cited by 41
Modeling and control of mobile robots and intelligent vehicles by neural networks
1994
L Personnaz
D Canas
Gerard Dreyfus
+1
Cited by 38
Diagnosis of Alzheimer’s disease with Electroencephalography in a differential framework
2018
Esteve Gallego-Jutglà
Kiyoka Kinugawa
Vi-Huong Nguyen-Michel
+4
Cited by 38
A biologically constrained learning mechanism in networks of formal neurons
1986
L Personnaz
G Toulouse
Gerard Dreyfus
+1
Cited by 38
Specification and Implementation of Digital Hopfield-Type Associative Memory with On-Chip Training
1992
L Personnaz
A Johannet
JD Gascuel
+2
Cited by 38
Automatic ECG wave extraction in long-term recordings using Gaussian mesa function models and nonlinear probability estimators
2007
Gerard Dreyfus
Remi Dubois
Maison-Blanche
+1
Cited by 36
A machine learning approach to the estimation of the liquidus temperature of glass-forming oxide blends
2003
C Dreyfus
Gerard Dreyfus
Cited by 35
Predicting activities without computing descriptors: graph machines for QSAR
2007
T Picot
A Duprat
A Goulon
+1
Cited by 34
Continuous-speech phone recognition from ultrasound and optical images of the tongue and lips
2007
T Hueber
M Stone
Gerard Dreyfus
+2
Cited by 33
Modélisation, classification et commande par réseaux de neurones: principes fondamentaux, méthodologie de conception et illustrations industrielles
1995
L Personnaz
JL Ploix
Gerard Dreyfus
+1
Cited by 33
An application of physical methods to the computer aided design of electronic circuits
1984
Patrick SIARRY
Gerard Dreyfus
Cited by 33
Modelling the breakthrough of activated carbon filters by pesticides in surface waters with static and recurrent neural networks
2008
C Faur
A Cougnaud
Gerard Dreyfus
+1
Cited by 32
The selection of neural models of nonlinear dynamical systems by statistical tests
1994
D Urbani
L Personnaz
P Roussel-Ragot
+1
Cited by 32
Indoor localization based on cellular telephony RSSI fingerprints containing very large numbers of carriers
2011
I Ahriz
Gerard Dreyfus
Yacine OUSSAR
+1
Cited by 31
Tongue contour extraction from ultrasound images based on deep neural network
2016
Kele Xu
Pierre Roussel-Ragot
Bruce Denby
+2
Cited by 31
Phone recognition from ultrasound and optical video sequences for a silent speech interface
2008
M Stone
T Hueber
Bruce Denby
+2
Cited by 29
Real-time control of an autonomous vehicle: a neural network approach to the path following problem
1993
D Canas
L Personnaz
Gerard Dreyfus
+1
Cited by 28
A unified framework for gradient algorithms used for filter adaptation and neural network training
1992
S Marcos
P Roussel‐Ragot
L Personnaz
+3
Cited by 27