Gérard Dreyfus

89 papers A 9C 4Misc 1Journal 42Unranked 31

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