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2020 – today
- 2020
[j38]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): 2012-2023 (2020)
2010 – 2019
- 2017
- [j37]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): 2986-2995 (2017) - [c45]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: 821-822 - 2016
- [i4]Aurore Jaumard-Hakoun, Kele Xu, Pierre Roussel-Ragot, Gérard Dreyfus, Bruce Denby:
Tongue contour extraction from ultrasound images based on deep neural network. CoRR abs/1605.05912 (2016) - [i3]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 abs/1605.06106 (2016) - 2015
- [j36]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): 56-63 (2015) - [j35]Ye Tian, Bruce Denby, Iness Ahriz, Pierre Roussel, Gérard Dreyfus:
Robust indoor localization and tracking using GSM fingerprints. EURASIP J. Wirel. Commun. Netw. 2015: 157 (2015) - [j34]Nesma Houmani, Gérard Dreyfus, François B. Vialatte:
Epoch-based Entropy for Early Screening of Alzheimer's Disease. Int. J. Neural Syst. 25(8): 1550032:1-1550032:18 (2015) - [c44]Darren K. Emge, François-Benoît Vialatte, Gérard Dreyfus, Tülay Adali:
Independent vector analysis for SSVEP signal enhancement. CISS 2015: 1-6 - [c43]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: 1-6 - [c42]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 - [c41]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 - [c40]Aldo Mora-Sánchez, Antoine Gaume, Gérard Dreyfus, François-Benoît Vialatte:
A cognitive brain-computer interface prototype for the continuous monitoring of visual working memory load. MLSP 2015: 1-5 - [c39]Mohammad Aamir 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: 186-189 - [c38]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: 1052-1055 - 2014
- [j33]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): 2718-2731 (2014) - [j32]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): 1274-1284 (2014) - [c37]Antoine Gaume, François B. Vialatte, Gérard Dreyfus:
Transient brain activity explains the spectral content of steady-state visual evoked potentials. EMBC 2014: 688-692 - [c36]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: 1482-1483 - [c35]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: 2128-2129 - [c34]Ye Tian, Bruce Denby, Iness Ahriz, Pierre Roussel, Gérard Dreyfus:
Hybrid indoor localization using GSM fingerprints, embedded sensors and a particle filter. ISWCS 2014: 542-547 - [c33]Arthur F. Duprat, Jean-Luc Ploix, Fabienne Dioury, Gérard Dreyfus:
Toward big data in QSAR/QSPR. MLSP 2014: 1-6 - [i2]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 abs/1401.4128 (2014) - 2013
- [c32]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: 1095-1098 - [c31]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: 676-680 - [c30]Ye Tian, Bruce Denby, Iness Ahriz, Pierre Roussel, Rémi Dubois, Gérard Dreyfus:
Practical indoor localization using ambient RF. I2MTC 2013: 1125-1129 - [c29]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: 574-577 - [c28]Khaled Boukharouba, Pierre Roussel, Gérard Dreyfus, Anne Johannet:
Flash flood forecasting using Support Vector Regression: An event clustering based approach. MLSP 2013: 1-6 - 2012
- [c27]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: 663-669 - [c26]Ye Tian, Bruce Denby, Iness Ahriz, Pierre Roussel, Gérard Dreyfus:
Fast, handset-based GSM fingerprints for indoor localization. ISWCS 2012: 641-645 - 2011
- [j31]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): 178-189 (2011) - [j30]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: 81 (2011) - [j29]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): 1797-1803 (2011) - [c25]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: 384-387 - [c24]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: 532-535 - [c23]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: 572-575 - [c22]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: 444-452 - [c21]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: 1005-1008 - 2010
- [j28]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): 288-300 (2010) - [c20]Iness Ahriz, Yacine Oussar, Bruce Denby, Gérard Dreyfus:
Carrier relevance study for indoor localization using GSM. WPNC 2010: 168-173
2000 – 2009
- 2009
- [c19]Mohamed Samir Toukourou, Anne Johannet, Gérard Dreyfus:
Flash Flood Forecasting by Statistical Learning in the Absence of Rainfall Forecast: A Case Study. EANN 2009: 98-107 - [c18]Haini Qu, Yacine Oussar, Gérard Dreyfus, Weisheng Xu:
Regularized Recurrent Least Squares Support Vector Machines. IJCBS 2009: 508-511 - [c17]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: 640-643 - 2008
- [j27]Stéphane Gazut, Jean-Marc Martinez, Gérard Dreyfus, Yacine Oussar:
Towards the Optimal Design of Numerical Experiments. IEEE Trans. Neural Networks 19(5): 874-882 (2008) - [c16]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: 2028-2031 - [c15]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: 2032-2035 - 2007
- [j26]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): 217-233 (2007) - [j25]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): 194-209 (2007) - [c14]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: 1245-1248 - [c13]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: 658-661 - 2006
- [j24]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): 2180-2192 (2006) - [c12]Bruce Denby, Yacine Oussar, Gérard Dreyfus, Maureen Stone:
Prospects for a Silent Speech Interface using Ultrasound Imaging. ICASSP (1) 2006: 365-368 - [c11]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: 1-19 - [p1]Gérard Dreyfus, Isabelle Guyon:
Assessment Methods. Feature Extraction 2006: 65-88 - 2005
- [b1]Gérard Dreyfus:
Neural networks - methodology and applications. Springer 2005, ISBN 978-3-540-22980-3, pp. I-XVIII, 1-497 - [j23]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): 298-334 (2005) - [c10]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: 683-692 - 2004
- [j22]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): 419-443 (2004) - 2003
- [j21]Hervé Stoppiglia, Gérard Dreyfus, Rémi Dubois, Yacine Oussar:
Ranking a Random Feature for Variable and Feature Selection. J. Mach. Learn. Res. 3: 1399-1414 (2003) - 2002
- [j20]Gaétan Monari, Gérard Dreyfus:
Local Overfitting Control via Leverages. Neural Comput. 14(6): 1481-1506 (2002) - 2001
- [j19]Brigitte Quenet, David Horn, Gérard Dreyfus, Rémi Dubois:
Temporal coding in an olfactory oscillatory model. Neurocomputing 38-40: 831-836 (2001) - [j18]Yacine Oussar, Gérard Dreyfus:
How to be a gray box: dynamic semi-physical modeling. Neural Networks 14(9): 1161-1172 (2001) - 2000
- [j17]Yacine Oussar, Gérard Dreyfus:
Initialization by selection for wavelet network training. Neurocomputing 34(1-4): 131-143 (2000) - [j16]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): 195-201 (2000) - [c9]Mathieu Stricker, Frantz Vichot, Gérard Dreyfus, Francis Wolinski:
Training Context-Sensitive Neural Networks with Few Relevant Examples for the TREC-9 Routing. TREC 2000 - [i1]Mathieu Stricker, Frantz Vichot, Gérard Dreyfus, Francis Wolinski:
Two Steps Feature Selection and Neural Network Classification for the TREC-8 Routing. CoRR cs.CL/0007016 (2000)
1990 – 1999
- 1999
- [c8]Mathieu Stricker, Frantz Vichot, Gérard Dreyfus, Francis Wolinski:
Two-Step Feature Selection and Neural Network Classification for the TREC-8 Routing. TREC 1999 - 1998
- [j15]Yacine Oussar, Isabelle Rivals, Léon Personnaz, Gérard Dreyfus:
Training wavelet networks for nonlinear dynamic input-output modeling. Neurocomputing 20(1-3): 173-188 (1998) - [j14]Léon Personnaz, Gérard Dreyfus:
Comment on "Recurrent neural networks: A constructive algorithm, and its properties". Neurocomputing 20(1-3): 321-324 (1998) - [j13]Léon Personnaz, Gérard Dreyfus:
Comment on "Discrete-time recurrent neural network architectures: A unifying review". Neurocomputing 20(1-3): 325-331 (1998) - [j12]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): 586-594 (1998) - [j11]Gérard Dreyfus, Yizhak Idan:
A Canonical Form of Nonlinear Discrete-Time Models. Neural Comput. 10(1): 133-165 (1998) - [c7]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: 1-4 - 1994
- [j10]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): 178-184 (1994) - [c6]David Price, Stefan Knerr, Léon Personnaz, Gérard Dreyfus:
Pairwise Neural Network Classifiers with Probabilistic Outputs. NIPS 1994: 1109-1116 - 1993
- [j9]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): 165-199 (1993) - [j8]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): 228-241 (1993) - [j7]Alain Pétrowski, Gérard Dreyfus, Claude Girault:
Performance analysis of a pipelined backpropagation parallel algorithm. IEEE Trans. Neural Networks 4(6): 970-981 (1993) - 1992
- [j6]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): 159-200 (1992) - [j5]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): 529-539 (1992) - [j4]Stefan Knerr, Léon Personnaz, Gérard Dreyfus:
Handwritten digit recognition by neural networks with single-layer training. IEEE Trans. Neural Networks 3(6): 962-968 (1992) - [c5]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: 1022-1029 - 1990
- [j3]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): 827-835 (1990) - [c4]Léon Personnaz, Gérard Dreyfus:
Neural Network Models and Applications: an Overview. Modelling the Innovation 1990: 1-8 - [c3]Pierre Roussel-Ragot, Nadia Kouicem, Gérard Dreyfus:
Error-Free Parallel Implementation of Simulated Annealing. PPSN 1990: 231-241
1980 – 1989
- 1989
- [j2]Léon Personnaz, Gérard Dreyfus:
Neurocomputing in France. Neurocomputing 1(1): 35-36 (1989) - [c2]Stefan Knerr, Léon Personnaz, Gérard Dreyfus:
Single-layer learning revisited: a stepwise procedure for building and training a neural network. NATO Neurocomputing 1989: 41-50 - 1987
- [j1]Patrick Siarry, L. Bergonzi, Gérard Dreyfus:
Thermodynamic Optimization of Block Placement. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 6(2): 211-221 (1987) - [c1]Gérard Dreyfus, Isabelle Guyon, Jean-Pierre Nadal, Léon Personnaz:
High Order Neural Networks for Efficient Associative Memory Design. NIPS 1987: 233-241
Coauthor Index
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