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| 2011 | ||
|---|---|---|
| 45 | 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 | |
| 44 | 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 | |
| 43 | Mohamed 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) | |
| 42 | Yacine Oussar, Iness Ahriz, Bruce Denby, Gérard Dreyfus: Indoor localization based on cellular telephony RSSI fingerprints containing very large numbers of carriers. EURASIP J. Wireless Comm. and Networking 2011: 81 (2011) | |
| 2010 | ||
| 41 | Iness Ahriz, Yacine Oussar, Bruce Denby, Gérard Dreyfus: Carrier relevance study for indoor localization using GSM. WPNC 2010: 168-173 | |
| 40 | 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 Communication 52(4): 288-300 (2010) | |
| 2009 | ||
| 39 | Haini Qu, Yacine Oussar, Gérard Dreyfus, Weisheng Xu: Regularized Recurrent Least Squares Support Vector Machines. IJCBS 2009: 508-511 | |
| 38 | 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 | ||
| 37 | 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 | |
| 36 | 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 | |
| 35 | S. Gazut, J.-M. Martinez, Gérard Dreyfus, Yacine Oussar: Towards the Optimal Design of Numerical Experiments. IEEE Transactions on Neural Networks 19(5): 874-882 (2008) | |
| 2007 | ||
| 34 | 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 | |
| 33 | 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 | |
| 32 | 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. Computer Methods and Programs in Biomedicine 88(3): 217-233 (2007) | |
| 31 | 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) | |
| 2006 | ||
| 30 | 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 | |
| 29 | 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) | |
| 2005 | ||
| 28 | Gérard Dreyfus: Neural networks - methodology and applications. Springer 2005: I-XVIII, 1-497 | |
| 27 | 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 | |
| 26 | 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) | |
| 2004 | ||
| 25 | 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 Computation 16(2): 419-443 (2004) | |
| 2003 | ||
| 24 | Hervé Stoppiglia, Gérard Dreyfus, Rémi Dubois, Yacine Oussar: Ranking a Random Feature for Variable and Feature Selection. Journal of Machine Learning Research 3: 1399-1414 (2003) | |
| 2002 | ||
| 23 | Gaétan Monari, Gérard Dreyfus: Local Overfitting Control via Leverages. Neural Computation 14(6): 1481-1506 (2002) | |
| 2001 | ||
| 22 | Yacine Oussar, Gérard Dreyfus: How to be a gray box: dynamic semi-physical modeling. Neural Networks 14(9): 1161-1172 (2001) | |
| 21 | Brigitte Quenet, David Horn, Gérard Dreyfus, Rémi Dubois: Temporal coding in an olfactory oscillatory model. Neurocomputing 38-40: 831-836 (2001) | |
| 2000 | ||
| 20 | Mathieu Stricker, Frantz Vichot, Gérard Dreyfus, Francis Wolinski: Training Context-Sensitive Neural Networks with Few Relevant Examples for the TREC-9 Routing. TREC 2000 | |
| 19 | 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) | |
| 18 | Yacine Oussar, Gérard Dreyfus: Initialization by selection for wavelet network training. Neurocomputing 34(1-4): 131-143 (2000) | |
| 17 | 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) | |
| 1999 | ||
| 16 | Mathieu Stricker, Frantz Vichot, Gérard Dreyfus, Francis Wolinski: Two-Step Feature Selection and Neural Network Classification for the TREC-8 Routing. TREC 1999 | |
| 1998 | ||
| 15 | 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. Journal of Chemical Information and Computer Sciences 38(4): 586-594 (1998) | |
| 14 | Gérard Dreyfus, Yizhak Idan: A Canonical Form of Nonlinear Discrete-Time Models. Neural Computation 10(1): 133-165 (1998) | |
| 13 | Yacine Oussar, Isabelle Rivals, Léon Personnaz, Gérard Dreyfus: Training wavelet networks for nonlinear dynamic input-output modeling. Neurocomputing 20(1-3): 173-188 (1998) | |
| 12 | Léon Personnaz, Gérard Dreyfus: Comment on "Recurrent neural networks: A constructive algorithm, and its properties". Neurocomputing 20(1-3): 321-324 (1998) | |
| 11 | Léon Personnaz, Gérard Dreyfus: Comment on "Discrete-time recurrent neural network architectures: A unifying review". Neurocomputing 20(1-3): 325-331 (1998) | |
| 1994 | ||
| 10 | David Price, Stefan Knerr, Léon Personnaz, Gérard Dreyfus: Pairwise Neural Network Classifiers with Probabilistic Outputs. NIPS 1994: 1109-1116 | |
| 1993 | ||
| 9 | O. Nerrand, Pierre Roussel-Ragot, Léon Personnaz, Gérard Dreyfus, S. Marcos: Neural Networks and Nonlinear Adaptive Filtering: Unifying Concepts and New Algorithms. Neural Computation 5(2): 165-199 (1993) | |
| 8 | Christiane Linster, Claudine Masson, Michel Kerszberg, Léon Personnaz, Gérard Dreyfus: Computational Diversity in a Formal Model of the Insect Olfactory Macroglomerulus. Neural Computation 5(2): 228-241 (1993) | |
| 1992 | ||
| 7 | 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 | ||
| 6 | Léon Personnaz, Gérard Dreyfus: Neural Network Models and Applications: an Overview. Modelling the Innovation 1990: 1-8 | |
| 5 | Pierre Roussel-Ragot, Nadia Kouicem, Gérard Dreyfus: Error-Free Parallel Implementation of Simulated Annealing. PPSN 1990: 231-241 | |
| 4 | Pierre Roussel-Ragot, Gérard Dreyfus: A problem independent parallel implementation of simulated annealing: models and experiments. IEEE Trans. on CAD of Integrated Circuits and Systems 9(8): 827-835 (1990) | |
| 1989 | ||
| 3 | Léon Personnaz, Gérard Dreyfus: Neurocomputing in France. Neurocomputing 1(1): 35-36 (1989) | |
| 1987 | ||
| 2 | Gérard Dreyfus, Isabelle Guyon, Jean-Pierre Nadal, Léon Personnaz: High Order Neural Networks for Efficient Associative Memory Design. NIPS 1987: 233-241 | |
| 1 | Patrick Siarry, L. Bergonzi, Gérard Dreyfus: Thermodynamic Optimization of Block Placement. IEEE Trans. on CAD of Integrated Circuits and Systems 6(2): 211-221 (1987) | |
Colors in the list of coauthors
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