Gérard Dreyfus
Orcid: 0000-0001-7500-4573
According to our database1,
Gérard Dreyfus
authored at least 88 papers
between 1987 and 2020.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2012, "For contributions to machine learning and its applications".
Timeline
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Bibliography
2020
A New Machine-Learning Tool for Fast Estimation of Liquid Viscosity. Application to Cosmetic Oils.
J. Chem. Inf. Model., 2020
2017
Predicting the Surface Tension of Liquids: Comparison of Four Modeling Approaches and Application to Cosmetic Oils.
J. Chem. Inf. Model., December, 2017
An Apparatus to Investigate Western Opera Singing Skill Learning Using Performance and Result Biofeedback, and Measuring its Neural Correlates.
Proceedings of the Interspeech 2017, 2017
2016
CoRR, 2016
2015
Int. J. Neural Syst., 2015
EURASIP J. Wirel. Commun. Netw., 2015
Embedded Implementation of Second-Order Blind Identification (SOBI) for Real-Time Applications in Neuroscience.
Cogn. Comput., 2015
Towards cognitive BCI: Neural correlates of sustained attention in a continuous performance task.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Fast calibration of a thirteen-command BCI by simulating SSVEPs from trains of transient VEPs - towards time-domain SSVEP BCI paradigms.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
A cognitive brain-computer interface prototype for the continuous monitoring of visual working memory load.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015
Development of a 3D tongue motion visualization platform based on ultrasound image sequences.
Proceedings of the 18th International Congress of Phonetic Sciences, 2015
Proceedings of the 18th International Congress of Phonetic Sciences, 2015
Correcting non-line-of-sight path length estimation for ultra-wideband indoor localization.
Proceedings of the International Conference on Location and GNSS, 2015
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015
2014
QSPR Prediction of the Stability Constants of Gadolinium(III) Complexes for Magnetic Resonance Imaging.
J. Chem. Inf. Model., 2014
Towards the selection of patients requiring ICD implantation by automatic classification from Holter monitoring indices.
CoRR, 2014
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
Hybrid indoor localization using GSM fingerprints, embedded sensors and a particle filter.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the INTERSPEECH 2014, 2014
Transient brain activity explains the spectral content of steady-state visual evoked potentials.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Flash flood forecasting using Support Vector Regression: An event clustering based approach.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
Effect of Stimulus Size and Shape on Steady-State Visually Evoked Potentials for Brain-Computer Interface Optimization.
Proceedings of the IJCCI 2013, 2013
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013
Towards the Selection of Patients requiring ICD Implantation by Automatic Classification from Holter Monitoring Indices.
Proceedings of the Computing in Cardiology, 2013
2012
Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012
Fast BCI Calibration - Comparing Methods to Adapt BCI Systems for New Subjects.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012
2011
Arrhythmia Discrimination in Implantable Cardioverter Defibrillators Using Support Vector Machines Applied to a New Representation of Electrograms.
IEEE Trans. Biomed. Eng., 2011
Indoor localization based on cellular telephony RSSI fingerprints containing very large numbers of carriers.
EURASIP J. Wirel. Commun. Netw., 2011
Rainfall-runoff modeling of flash floods in the absence of rainfall forecasts: the case of "Cévenol flash floods".
Appl. Intell., 2011
Recognition and Real Time Performances of a Lightweight Ultrasound Based Silent Speech Interface Employing a Language Model.
Proceedings of the INTERSPEECH 2011, 2011
Concatenation Method for High-temporal Resolution SSVEP-BCI.
Proceedings of the NCTA 2011, 2011
Tests of an Interactive, Phrasebook-style Post-laryngectomy Voice-replacement System.
Proceedings of the 17th International Congress of Phonetic Sciences, 2011
Articulatory Strategies for Lip and Tongue Movements in Silent versus Vocalized Speech.
Proceedings of the 17th International Congress of Phonetic Sciences, 2011
Proceedings of the 17th International Congress of Phonetic Sciences, 2011
2010
Development of a silent speech interface driven by ultrasound and optical images of the tongue and lips.
Speech Commun., 2010
Proceedings of the 7th Workshop on Positioning Navigation and Communication, 2010
2009
Visuo-phonetic decoding using multi-stream and context-dependent models for an ultrasound-based silent speech interface.
Proceedings of the INTERSPEECH 2009, 2009
Proceedings of the International Joint Conferences on Bioinformatics, 2009
Flash Flood Forecasting by Statistical Learning in the Absence of Rainfall Forecast: A Case Study.
Proceedings of the Engineering Applications of Neural Networks, 2009
2008
IEEE Trans. Neural Networks, 2008
Phone recognition from ultrasound and optical video sequences for a silent speech interface.
Proceedings of the INTERSPEECH 2008, 2008
Towards a segmental vocoder driven by ultrasound and optical images of the tongue and lips.
Proceedings of the INTERSPEECH 2008, 2008
2007
A machine learning approach to the analysis of time-frequency maps, and its application to neural dynamics.
Neural Networks, 2007
Automatic ECG wave extraction in long-term recordings using Gaussian mesa function models and nonlinear probability estimators.
Comput. Methods Programs Biomed., 2007
Continuous-speech phone recognition from ultrasound and optical images of the tongue and lips.
Proceedings of the INTERSPEECH 2007, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Building meaningful representations for nonlinear modeling of 1d- and 2d-signals: applications to biomedical signals.
Neurocomputing, 2006
Graph Machines and Their Applications to Computer-Aided Drug Design: A New Approach to Learning from Structured Data.
Proceedings of the Unconventional Computation, 5th International Conference, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Feature Extraction - Foundations and Applications, 2006
2005
From Hopfield nets to recursive networks to graph machines: Numerical machine learning for structured data.
Theor. Comput. Sci., 2005
Early Detection of Alzheimer's Disease by Blind Source Separation, Time Frequency Representation, and Bump Modeling of EEG Signals.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005
Springer, ISBN: 978-3-540-22980-3, 2005
2004
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., 2004
2003
J. Mach. Learn. Res., 2003
2002
2001
2000
Withdrawing an example from the training set: An analytic estimation of its effect on a non-linear parameterised model.
Neurocomputing, 2000
CoRR, 2000
Training Context-Sensitive Neural Networks with Few Relevant Examples for the TREC-9 Routing.
Proceedings of The Ninth Text REtrieval Conference, 2000
1999
Proceedings of The Eighth Text REtrieval Conference, 1999
1998
Toward a Principled Methodology for Neural Network Design and Performance Evaluation in QSAR. Application to the Prediction of LogP.
J. Chem. Inf. Comput. Sci., 1998
Comment on "Discrete-time recurrent neural network architectures: A unifying review".
Neurocomputing, 1998
Comment on "Recurrent neural networks: A constructive algorithm, and its properties".
Neurocomputing, 1998
Neurocomputing, 1998
A new decision criterion for feature selection application to the classification of non destructive testing signatures.
Proceedings of the 9th European Signal Processing Conference, 1998
1994
Training recurrent neural networks: why and how? An illustration in dynamical process modeling.
IEEE Trans. Neural Networks, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
1993
IEEE Trans. Neural Networks, 1993
Neural Networks and Nonlinear Adaptive Filtering: Unifying Concepts and New Algorithms.
Neural Comput., 1993
Neural Comput., 1993
1992
IEEE Trans. Neural Networks, 1992
Specification and implementation of a digital Hopfield-type associative memory with on-chip training.
IEEE Trans. Neural Networks, 1992
A unified framework for gradient algorithms used for filter adaptation and neural network training.
Int. J. Circuit Theory Appl., 1992
A Formal Model of the Insect Olfactory Macroglomerulus: Simulations and Analytic Results.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
1990
A problem independent parallel implementation of simulated annealing: models and experiments.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1990
Proceedings of the Parallel Problem Solving from Nature, 1st Workshop, 1990
Neural Network Models and Applications: an Overview.
Proceedings of the Modelling the Innovation: Communications, 1990
1989
Single-layer learning revisited: a stepwise procedure for building and training a neural network.
Proceedings of the Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the NATO Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27, 1989
1987
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1987
Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987