Gérard Dreyfus

Publication Activity (10 Years)

Years Active: 1987-2020
Publications (10 Years): 15

Top Topics

Evoked Potentials

Ultrasound Image Sequences

Top Venues

J. Chem. Inf. Model.

Publications

Valentin Goussard, François Duprat, Jean-Luc Ploix, Gérard Dreyfus, Véronique Nardello-Rataj, Jean-Marie Aubry
A New Machine-Learning Tool for Fast Estimation of Liquid Viscosity. Application to Cosmetic Oils. J. Chem. Inf. Model. 60 (4) (2020)
Aurore Jaumard-Hakoun, Samy Chikhi, Takfarinas Medani, Angelika Nair, Gérard Dreyfus, François-Benoît Vialatte
An Apparatus to Investigate Western Opera Singing Skill Learning Using Performance and Result Biofeedback, and Measuring its Neural Correlates. INTERSPEECH (2017)
Valentin Goussard, François Duprat, Vincent Gerbaud, Jean-Luc Ploix, Gérard Dreyfus, Véronique Nardello-Rataj, Jean-Marie Aubry
Predicting the Surface Tension of Liquids: Comparison of Four Modeling Approaches and Application to Cosmetic Oils. J. Chem. Inf. Model. 57 (12) (2017)
Kele Xu, Yin Yang, Aurore Jaumard-Hakoun, Clémence Leboullenger, Gérard Dreyfus, Pierre Roussel, Maureen Stone, Bruce Denby
Development of a 3D tongue motion visualization platform based on ultrasound image sequences. CoRR (2016)
Aurore Jaumard-Hakoun, Kele Xu, Pierre Roussel-Ragot, Gérard Dreyfus, Bruce Denby
Tongue contour extraction from ultrasound images based on deep neural network. CoRR (2016)
Aurore Jaumard-Hakoun, Kele Xu, Pierre Roussel-Ragot, Gérard Dreyfus, Maureen Stone, Bruce Denby
Tongue contour extraction from ultrasound images based on deep neural network. ICPhS (2015)
Ye Tian, Bruce Denby, Iness Ahriz, Pierre Roussel, Gérard Dreyfus
Robust indoor localization and tracking using GSM fingerprints. EURASIP J. Wirel. Commun. Netw. 2015 (2015)
Kele Xu, Yin Yang, Aurore Jaumard-Hakoun, Clémence Leboullenger, Gérard Dreyfus, Pierre Roussel-Ragot, Maureen Stone, Bruce Denby
Development of a 3D tongue motion visualization platform based on ultrasound image sequences. ICPhS (2015)
Xun Zhang, François-Benoît Vialatte, Chen Chen, Apurva Rathi, Gérard Dreyfus
Embedded Implementation of Second-Order Blind Identification (SOBI) for Real-Time Applications in Neuroscience. Cogn. Comput. 7 (1) (2015)
Mohammad A. Abbasi, Antoine Gaume, Nadine Francis, Gérard Dreyfus, François-Benoît Vialatte
Fast calibration of a thirteen-command BCI by simulating SSVEPs from trains of transient VEPs - towards time-domain SSVEP BCI paradigms. NER (2015)
Quoc-Tuong Ngo, Pierre Roussel, Bruce Denby, Gérard Dreyfus
Correcting non-line-of-sight path length estimation for ultra-wideband indoor localization. ICL-GNSS (2015)
Darren K. Emge, François-Benoît Vialatte, Gérard Dreyfus, Tülay Adali
Independent vector analysis for SSVEP signal enhancement. CISS (2015)
Nesma Houmani, Gérard Dreyfus, François B. Vialatte
Epoch-based Entropy for Early Screening of Alzheimer's Disease. Int. J. Neural Syst. 25 (8) (2015)
Aldo Mora Sanchez, Antoine Gaume, Gérard Dreyfus, François-Benoît Vialatte
A cognitive brain-computer interface prototype for the continuous monitoring of visual working memory load. MLSP (2015)
Antoine Gaume, Mohammad Aamir Abbasi, Gérard Dreyfus, François-Benoît Vialatte
Towards cognitive BCI: Neural correlates of sustained attention in a continuous performance task. NER (2015)
Charles-Henri Cappelaere, Rémi Dubois, Pierre Roussel, Gérard Dreyfus
Towards the selection of patients requiring ICD implantation by automatic classification from Holter monitoring indices. CoRR (2014)
Antoine Gaume, François B. Vialatte, Gérard Dreyfus
Transient brain activity explains the spectral content of steady-state visual evoked potentials. EMBC (2014)
Kele Xu, Yin Yang, A. Jaumard-Hakoun, Martine Adda-Decker, Angélique Amelot, Samer Al Kork, Lise Crevier-Buchman, Patrick Chawah, Gérard Dreyfus, Thibaut Fux, Claire Pillot-Loiseau, Pierre Roussel, Maureen Stone, Bruce Denby
3d tongue motion visualization based on ultrasound image sequences. INTERSPEECH (2014)
Yohei Tomita, François-Benoît Vialatte, Gérard Dreyfus, Yasue Mitsukura, Hovagim Bakardjian, Andrzej Cichocki
Bimodal BCI Using Simultaneously NIRS and EEG. IEEE Trans. Biomed. Eng. 61 (4) (2014)
Patrick Chawah, Samer Al Kork, Thibaut Fux, Martine Adda-Decker, Angélique Amelot, Nicolas Audibert, Bruce Denby, Gérard Dreyfus, A. Jaumard-Hakoun, Claire Pillot-Loiseau, Pierre Roussel, Maureen Stone, Kele Xu, Lise Crevier-Buchman
An educational platform to capture, visualize and analyze rare singing. INTERSPEECH (2014)
Arthur F. Duprat, J. L. Ploix, Fabienne Dioury, Gérard Dreyfus
Toward big data in QSAR/QSPR. MLSP (2014)
Ye Tian, Bruce Denby, Iness Ahriz, Pierre Roussel, Gérard Dreyfus
Hybrid indoor localization using GSM fingerprints, embedded sensors and a particle filter. ISWCS (2014)
Fabienne Dioury, Arthur F. Duprat, Gérard Dreyfus, Clotilde Ferroud, Janine Cossy
QSPR Prediction of the Stability Constants of Gadolinium(III) Complexes for Magnetic Resonance Imaging. J. Chem. Inf. Model. 54 (10) (2014)
Khaled Boukharouba, Pierre Roussel, Gérard Dreyfus, Anne Johannet
Flash flood forecasting using Support Vector Regression: An event clustering based approach. MLSP (2013)
Ye Tian, Bruce Denby, Iness Ahriz, Pierre Roussel, Rémi Dubois, Gérard Dreyfus
Practical indoor localization using ambient RF. I2MTC (2013)
Charles-Henri Cappelaere, Rémi Dubois, Pierre Roussel, Oliver Baumann, Amel Amblard, Gérard Dreyfus
Towards the Selection of Patients requiring ICD Implantation by Automatic Classification from Holter Monitoring Indices. CinC (2013)
Jun Cai, Thomas Hueber, Sotiris Manitsaris, Pierre Roussel, Lise Crevier-Buchman, Maureen Stone, Claire Pillot-Loiseau, Gérard Chollet, Gérard Dreyfus, Bruce Denby
Vocal tract imaging system for post-laryngectomy voice replacement. I2MTC (2013)
Wenjie Zheng, François-Benoît Vialatte, Parvaneh Adibpour, Chen Chen, Antoine Gaume, Gérard Dreyfus
Effect of Stimulus Size and Shape on Steady-State Visually Evoked Potentials for Brain-Computer Interface Optimization. IJCCI (2013)
Jean Thorey, Parvaneh Adibpour, Yohei Tomita, Antoine Gaume, Hovagim Bakardjian, Gérard Dreyfus, François B. Vialatte
Fast BCI Calibration - Comparing Methods to Adapt BCI Systems for New Subjects. IJCCI (2012)
Ye Tian, Bruce Denby, Iness Ahriz, Pierre Roussel, Gérard Dreyfus
Fast, handset-based GSM fingerprints for indoor localization. ISWCS (2012)
Bruce Denby, Jun Cai, Pierre Roussel, Gérard Dreyfus, Lise Crevier-Buchman, Claire Pillot-Loiseau, Thomas Hueber, Gérard Chollet
Tests of an Interactive, Phrasebook-style Post-laryngectomy Voice-replacement System. ICPhS (2011)
Yohei Tomita, Antoine Gaume, Hovagim Bakardjian, Monique Maurice, Andrzej Cichocki, Yoko Yamaguchi, Gérard Dreyfus, François-Benoît Maurice
Concatenation Method for High-temporal Resolution SSVEP-BCI. IJCCI (NCTA) (2011)
Yacine Oussar, Iness Ahriz, Bruce Denby, Gérard Dreyfus
Indoor localization based on cellular telephony RSSI fingerprints containing very large numbers of carriers. EURASIP J. Wirel. Commun. Netw. 2011 (2011)
Paola Milpied, Rémi Dubois, Pierre Roussel, Christine Henry, Gérard Dreyfus
Arrhythmia Discrimination in Implantable Cardioverter Defibrillators Using Support Vector Machines Applied to a New Representation of Electrograms. IEEE Trans. Biomed. Eng. 58 (6) (2011)
Mohamed Samir Toukourou, Anne Johannet, Gérard Dreyfus, Pierre-Alain Ayral
Rainfall-runoff modeling of flash floods in the absence of rainfall forecasts: the case of "Cévenol flash floods". Appl. Intell. 35 (2) (2011)
Lise Crevier-Buchman, Cédric Gendrot, Bruce Denby, Claire Pillot-Loiseau, Pierre Roussel, Antonia Colazo-Simon, Gérard Dreyfus
Articulatory Strategies for Lip and Tongue Movements in Silent versus Vocalized Speech. ICPhS (2011)
Jun Cai, Thomas Hueber, Bruce Denby, Elie-Laurent Benaroya, Gérard Chollet, Pierre Roussel, Gérard Dreyfus, Lise Crevier-Buchman
A Visual Speech Recognition System for an Ultrasound-based Silent Speech Interface. ICPhS (2011)
Jun Cai, Bruce Denby, Pierre Roussel-Ragot, Gérard Dreyfus, Lise Crevier-Buchman
Recognition and Real Time Performances of a Lightweight Ultrasound Based Silent Speech Interface Employing a Language Model. INTERSPEECH (2011)
Iness Ahriz, Yacine Oussar, Bruce Denby, Gérard Dreyfus
Carrier relevance study for indoor localization using GSM. WPNC (2010)
Thomas Hueber, Elie-Laurent Benaroya, Gérard Chollet, Bruce Denby, Gérard Dreyfus, Maureen Stone
Development of a silent speech interface driven by ultrasound and optical images of the tongue and lips. Speech Commun. 52 (4) (2010)
Haini Qu, Yacine Oussar, Gérard Dreyfus, Weisheng Xu
Regularized Recurrent Least Squares Support Vector Machines. IJCBS (2009)
Mohamed Samir Toukourou, Anne Johannet, Gérard Dreyfus
Flash Flood Forecasting by Statistical Learning in the Absence of Rainfall Forecast: A Case Study. EANN (2009)
Thomas Hueber, Elie-Laurent Benaroya, Gérard Chollet, Bruce Denby, Gérard Dreyfus, Maureen Stone
Visuo-phonetic decoding using multi-stream and context-dependent models for an ultrasound-based silent speech interface. INTERSPEECH (2009)
Thomas Hueber, Gérard Chollet, Bruce Denby, Gérard Dreyfus, Maureen Stone
Phone recognition from ultrasound and optical video sequences for a silent speech interface. INTERSPEECH (2008)
Thomas Hueber, Gérard Chollet, Bruce Denby, Gérard Dreyfus, Maureen Stone
Towards a segmental vocoder driven by ultrasound and optical images of the tongue and lips. INTERSPEECH (2008)
Stéphane Gazut, Jean-Marc Martinez, Gérard Dreyfus, Yacine Oussar
Towards the Optimal Design of Numerical Experiments. IEEE Trans. Neural Networks 19 (5) (2008)
Rémi Dubois, Pierre Maison-Blanche, Brigitte Quenet, Gérard Dreyfus
Automatic ECG wave extraction in long-term recordings using Gaussian mesa function models and nonlinear probability estimators. Comput. Methods Programs Biomed. 88 (3) (2007)
Thomas Hueber, Guido Aversano, Gérard Chollet, Bruce Denby, Gérard Dreyfus, Yacine Oussar, Pierre Roussel-Ragot, Maureen Stone
Eigentongue Feature Extraction for an Ultrasound-Based Silent Speech Interface. ICASSP (1) (2007)
François B. Vialatte, Claire Martin, Rémi Dubois, Joëlle Haddad, Brigitte Quenet, Rémi Gervais, Gérard Dreyfus
A machine learning approach to the analysis of time-frequency maps, and its application to neural dynamics. Neural Networks 20 (2) (2007)
Thomas Hueber, Gérard Chollet, Bruce Denby, Gérard Dreyfus, Maureen Stone
Continuous-speech phone recognition from ultrasound and optical images of the tongue and lips. INTERSPEECH (2007)
Rémi Dubois, Brigitte Quenet, Y. Faisandier, Gérard Dreyfus
Building meaningful representations for nonlinear modeling of 1d- and 2d-signals: applications to biomedical signals. Neurocomputing 69 (16-18) (2006)
Bruce Denby, Yacine Oussar, Gérard Dreyfus, Maureen Stone
Prospects for a Silent Speech Interface using Ultrasound Imaging. ICASSP (1) (2006)
Aurélie Goulon-Sigwalt-Abram, Arthur F. Duprat, Gérard Dreyfus
Graph Machines and Their Applications to Computer-Aided Drug Design: A New Approach to Learning from Structured Data. UC (2006)
Aurélie Goulon-Sigwalt-Abram, Arthur F. Duprat, Gérard Dreyfus
From Hopfield nets to recursive networks to graph machines: Numerical machine learning for structured data. Theor. Comput. Sci. 344 (2-3) (2005)
François B. Vialatte, Andrzej Cichocki, Gérard Dreyfus, Toshimitsu Musha, Sergei L. Shishkin, Rémi Gervais
Early Detection of Alzheimer's Disease by Blind Source Separation, Time Frequency Representation, and Bump Modeling of EEG Signals. ICANN (1) (2005)
Yacine Oussar, Gaétan Monari, Gérard Dreyfus
Reply to the Comments on "Local Overfitting Control via Leverages" in "Jacobian Conditioning Analysis for Model Validation" by I. Rivals and L. Personnaz. Neural Comput. 16 (2) (2004)
Hervé Stoppiglia, Gérard Dreyfus, Rémi Dubois, Yacine Oussar
Ranking a Random Feature for Variable and Feature Selection. J. Mach. Learn. Res. 3 (2003)
Gaétan Monari, Gérard Dreyfus
Local Overfitting Control via Leverages. Neural Comput. 14 (6) (2002)
Yacine Oussar, Gérard Dreyfus
How to be a gray box: dynamic semi-physical modeling. Neural Networks 14 (9) (2001)
Brigitte Quenet, David Horn, Gérard Dreyfus, Rémi Dubois
Temporal coding in an olfactory oscillatory model. Neurocomputing (2001)
Mathieu Stricker, Frantz Vichot, Gérard Dreyfus, Francis Wolinski
Training Context-Sensitive Neural Networks with Few Relevant Examples for the TREC-9 Routing. TREC (2000)
Yacine Oussar, Gérard Dreyfus
Initialization by selection for wavelet network training. Neurocomputing 34 (1-4) (2000)
Gaétan Monari, Gérard Dreyfus
Withdrawing an example from the training set: An analytic estimation of its effect on a non-linear parameterised model. Neurocomputing 35 (1-4) (2000)
Mathieu Stricker, Frantz Vichot, Gérard Dreyfus, Francis Wolinski
Two Steps Feature Selection and Neural Network Classification for the TREC-8 Routing CoRR (2000)
Mathieu Stricker, Frantz Vichot, Gérard Dreyfus, Francis Wolinski
Two-Step Feature Selection and Neural Network Classification for the TREC-8 Routing. TREC (1999)
Yacine Oussar, Isabelle Rivals, Léon Personnaz, Gérard Dreyfus
Training wavelet networks for nonlinear dynamic input-output modeling. Neurocomputing 20 (1-3) (1998)
Léon Personnaz, Gérard Dreyfus
Comment on "Recurrent neural networks: A constructive algorithm, and its properties". Neurocomputing 20 (1-3) (1998)
Latifa Oukhellou, Patrice Aknin, Hervé Stoppiglia, Gérard Dreyfus
A new decision criterion for feature selection application to the classification of non destructive testing signatures. EUSIPCO (1998)
Léon Personnaz, Gérard Dreyfus
Comment on "Discrete-time recurrent neural network architectures: A unifying review". Neurocomputing 20 (1-3) (1998)
Gérard Dreyfus, Yizhak Idan
A Canonical Form of Nonlinear Discrete-Time Models. Neural Comput. 10 (1) (1998)
Arthur F. Duprat, T. Huynh, Gérard Dreyfus
Toward a Principled Methodology for Neural Network Design and Performance Evaluation in QSAR. Application to the Prediction of LogP. J. Chem. Inf. Comput. Sci. 38 (4) (1998)
Olivier Nerrand, Pierre Roussel-Ragot, Dominique Urbani, Léon Personnaz, Gérard Dreyfus
Training recurrent neural networks: why and how? An illustration in dynamical process modeling. IEEE Trans. Neural Networks 5 (2) (1994)
David Price, Stefan Knerr, Léon Personnaz, Gérard Dreyfus
Pairwise Neural Network Classifiers with Probabilistic Outputs. NIPS (1994)
Alain Pétrowski, Gérard Dreyfus, Claude Girault
Performance analysis of a pipelined backpropagation parallel algorithm. IEEE Trans. Neural Networks 4 (6) (1993)
Olivier Nerrand, Pierre Roussel-Ragot, Léon Personnaz, Gérard Dreyfus, Sylvie Marcos
Neural Networks and Nonlinear Adaptive Filtering: Unifying Concepts and New Algorithms. Neural Comput. 5 (2) (1993)
Christiane Linster, Claudine Masson, Michel Kerszberg, Léon Personnaz, Gérard Dreyfus
Computational Diversity in a Formal Model of the Insect Olfactory Macroglomerulus. Neural Comput. 5 (2) (1993)
Stefan Knerr, Léon Personnaz, Gérard Dreyfus
Handwritten digit recognition by neural networks with single-layer training. IEEE Trans. Neural Networks 3 (6) (1992)
Christiane Linster, David Marsan, Claudine Masson, Michel Kerszberg, Gérard Dreyfus, Léon Personnaz
A Formal Model of the Insect Olfactory Macroglomerulus: Simulations and Analytic Results. NIPS (1992)
Sylvie Marcos, Odile Macchi, Christophe Vignat, Gérard Dreyfus, Léon Personnaz, Pierre Roussel-Ragot
A unified framework for gradient algorithms used for filter adaptation and neural network training. Int. J. Circuit Theory Appl. 20 (2) (1992)
Anne Johannet, Léon Personnaz, Gérard Dreyfus, Jean-Dominique Gascuel, Michel Weinfeld
Specification and implementation of a digital Hopfield-type associative memory with on-chip training. IEEE Trans. Neural Networks 3 (4) (1992)
Léon Personnaz, Gérard Dreyfus
Neural Network Models and Applications: an Overview. Modelling the Innovation (1990)
Pierre Roussel-Ragot, Gérard Dreyfus
A problem independent parallel implementation of simulated annealing: models and experiments. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 9 (8) (1990)
Pierre Roussel-Ragot, Nadia Kouicem, Gérard Dreyfus
Error-Free Parallel Implementation of Simulated Annealing. PPSN (1990)
Stefan Knerr, Léon Personnaz, Gérard Dreyfus
Single-layer learning revisited: a stepwise procedure for building and training a neural network. NATO Neurocomputing (1989)
Léon Personnaz, Gérard Dreyfus
Neurocomputing in France. Neurocomputing 1 (1) (1989)
Patrick Siarry, L. Bergonzi, Gérard Dreyfus
Thermodynamic Optimization of Block Placement. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 6 (2) (1987)
Gérard Dreyfus, Isabelle Guyon, Jean-Pierre Nadal, Léon Personnaz
High Order Neural Networks for Efficient Associative Memory Design. NIPS (1987)