Gérard Dreyfus

发表

Tests of an Interactive, Phrasebook-style Post-laryngectomy Voice-replacement System

Jun Cai, Gérard Chollet, Lise Crevier-Buchman, 2011, ICPhS.

Of points and loops

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1988 .

A cognitive brain–computer interface monitoring sustained attentional variations during a continuous task

Gérard Dreyfus, Antoine Gaume, François-Benoît Vialatte, 2019, Cognitive Neurodynamics.

Epoch-based Entropy for Early Screening of Alzheimer's Disease

Gérard Dreyfus, Nesma Houmani, François B. Vialatte, 2015, Int. J. Neural Syst..

A new decision criterion for feature selection application to the classification of non destructive testing signatures

Patrice Aknin, Gérard Dreyfus, Latifa Oukhellou, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Early Detection of Alzheimer's Disease by Blind Source Separation, Time Frequency Representation, and Bump Modeling of EEG Signals

Andrzej Cichocki, Gérard Dreyfus, Rémi Gervais, 2005, ICANN.

Fast BCI Calibration - Comparing Methods to Adapt BCI Systems for New Subjects

Gérard Dreyfus, Yohei Tomita, Antoine Gaume, 2012, IJCCI.

Carrier relevance study for indoor localization using GSM

Bruce Denby, Gérard Dreyfus, Yacine Oussar, 2010, 2010 7th Workshop on Positioning, Navigation and Communication.

Independent vector analysis for SSVEP signal enhancement

François-Benoît Vialatte, Tülay Adali, Gérard Dreyfus, 2015, 2015 49th Annual Conference on Information Sciences and Systems (CISS).

NON-LINEAR RECURSIVE IDENTIFICATION AND CONTROL BY NEURAL NETWORKS: A GENERAL FRAMEWORK

Gérard Dreyfus, Léon Personnaz, O. Nerrand, 1993 .

Continuous-speech phone recognition from ultrasound and optical images of the tongue and lips

Gérard Chollet, Bruce Denby, Thomas Hueber, 2007, INTERSPEECH.

A brain–computer interface for the continuous, real-time monitoring of working memory load in real-world environments

Gérard Dreyfus, Antoine Gaume, Aldo Mora-Sánchez, 2020, Cognitive Neurodynamics.

Towards a Practical Silent Speech Interface Based on Vocal Tract Imaging

Gérard Chollet, Lise Crevier-Buchman, Sotiris Manitsaris, 2011 .

REAL-TIME CONTROL OF AN AUTONOMOUS VEHICLE : A NEURAL NETWORK APPROACH TO THE PATH FOLLOWING PROBLEM

Gérard Dreyfus, Léon Personnaz, Isabelle Rivals, 1993 .

Effect of Stimulus Size and Shape on Steady-State Visually Evoked Potentials for Brain-Computer Interface Optimization

François-Benoît Vialatte, Chen Chen, Gérard Dreyfus, 2013, IJCCI.

Bimodal BCI Using Simultaneously NIRS and EEG

Andrzej Cichocki, Yasue Mitsukura, François-Benoît Vialatte, 2014, IEEE Transactions on Biomedical Engineering.

Engineering applications of spin glass concepts

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1987 .

Toward a Principled Methodology for Neural Network Design and Performance Evaluation in QSAR. Application to the Prediction of LogP

Gérard Dreyfus, Arthur F. Duprat, T. Huynh, 1998, J. Chem. Inf. Comput. Sci..

QSPR Prediction of the Stability Constants of Gadolinium(III) Complexes for Magnetic Resonance Imaging

Gérard Dreyfus, Janine Cossy, Arthur F. Duprat, 2014, J. Chem. Inf. Model..

Transient brain activity explains the spectral content of steady-state visual evoked potentials

Gérard Dreyfus, Antoine Gaume, François B. Vialatte, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Neural Network Models and Applications: an Overview

Gérard Dreyfus, Léon Personnaz, L. Personnaz, 1990, Modelling the Innovation.

Visuo-phonetic decoding using multi-stream and context-dependent models for an ultrasound-based silent speech interface

Gérard Chollet, Bruce Denby, Thomas Hueber, 2009, INTERSPEECH.

Neural Networks for Associative Memory Design

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1987 .

Neurocomputing in France

Gérard Dreyfus, Léon Personnaz, L. Personnaz, 1989, Neurocomputing.

FROM COMPLEX SIGNAL TO ADAPTED BEHAVIOR A THEORETICAL APPROACH OF THE HONEYBEE OLFACTORY BRAIN

Gérard Dreyfus, Brigitte Quenet, Claudine Masson, 1999 .

High Order Neural Networks for Efficient Associative Memory Design

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1987, NIPS.

GENERATION OF OLFACTORY NEURAL CODES BY A NETWORK OF HODGKIN-HUXLEY NEURONES

Gérard Dreyfus, Brigitte Quenet, Rémi Dubois, 2001 .

A cognitive brain-computer interface prototype for the continuous monitoring of visual working memory load

François-Benoît Vialatte, Gérard Dreyfus, Antoine Gaume, 2015, 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP).

Rainfall-runoff modeling of flash floods in the absence of rainfall forecasts: the case of “Cévenol flash floods”

Gérard Dreyfus, Anne Johannet, Mohamed Samir Toukourou, 2010, Applied Intelligence.

Thermodynamic Optimization of Block Placement

Patrick Siarry, Gérard Dreyfus, L. Bergonzi, 1987, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Comment on "Discrete-time recurrent neural network architectures: A unifying review"

Gérard Dreyfus, Léon Personnaz, 1998, Neurocomputing.

A Formal Model of the Insect Olfactory Macroglomerulus: Simulations and Analytic Results

Gérard Dreyfus, Léon Personnaz, Christiane Linster, 1992, NIPS.

KNOWLEDGE-BASED NEURAL MODELING: PRINCIPLES AND INDUSTRIAL APPLICATIONS

Gérard Dreyfus, J. L. Ploix, G. Dreyfus, 1998 .

Assessment Methods

Isabelle Guyon, Gérard Dreyfus, G. Dreyfus, 2018, A Practical Guide to Toxicology and Human Health Risk Assessment.

Engineering Applications of Neural Networks (2005) Model and variable selection for nonlinear model design: some developments and methodology

Gérard Dreyfus, 2005 .

Building meaningful representations for nonlinear modeling of 1d- and 2d-signals: applications to biomedical signals

Gérard Dreyfus, Brigitte Quenet, Rémi Dubois, 2006, Neurocomputing.

A biologically constrained learning mechanism in networks of formal neurons

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1986 .

Reply to the Comments on Local Overfitting Control via Leverages in Jacobian Conditioning Analysis for Model Validation by I. Rivals and L. Personnaz

Gérard Dreyfus, Yacine Oussar, Gaétan Monari, 2004, Neural Computation.

Local Overfitting Control via Leverages

Gérard Dreyfus, Gaétan Monari, G. Dreyfus, 2002, Neural Computation.

Two-Step Feature Selection and Neural Network Classification for the TREC-8 Routing

Gérard Dreyfus, Frantz Vichot, Francis Wolinski, 1999, TREC.

Capturing, Analyzing, and Transmitting Intangible Cultural Heritage with the i-Treasures Project

Bruce Denby, Martine Adda-Decker, Gérard Dreyfus, 2013 .

Neuronal Information Processing - From Biological Data to Modelling and Applications (World Scientific, 1998). REDUCING THE COMPLEXITY OF NEURAL NETS FOR INDUSTRIAL APPLICATIONS AND BIOLOGICAL MODELS

Gérard Dreyfus, 1998 .

Phone recognition from ultrasound and optical video sequences for a silent speech interface

Gérard Chollet, Bruce Denby, Thomas Hueber, 2008, INTERSPEECH.

Independent Vector Analysis for SSVEP Signal Enhancement, Detection, and Topographical Mapping

François-Benoît Vialatte, Gérard Dreyfus, Tülay Adalı, 2016, Brain Topography.

The Canonical Form of Nonlinear Discrete-Time Models

Yizhak Idan, Gérard Dreyfus, G. Dreyfus, 1998, Neural Computation.

Specification and implementation of a digital Hopfield-type associative memory with on-chip training

Gérard Dreyfus, Léon Personnaz, Anne Johannet, 1992, IEEE Trans. Neural Networks.

Flash Flood Forecasting by Statistical Learning in the Absence of Rainfall Forecast: A Case Study

Gérard Dreyfus, Anne Johannet, Mohamed Samir Toukourou, 2009, EANN.

A unified framework for gradient algorithms used for filter adaptation and neural network training

Odile Macchi, Pierre Roussel-Ragot, Gérard Dreyfus, 1992, Int. J. Circuit Theory Appl..

Prospects for a Silent Speech Interface using Ultrasound Imaging

Bruce Denby, Gérard Dreyfus, Yacine Oussar, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

LEARNING NUMBERS FROM GRAPHS

Gérard Dreyfus, Arthur F. Duprat, Aurélie Goulon, 2005 .

Ranking a Random Feature for Variable and Feature Selection

Gérard Dreyfus, Yacine Oussar, Rémi Dubois, 2003, J. Mach. Learn. Res..

An open source speech synthesis module for a visual-speech recognition system

Gérard Dreyfus, Jun Cai, Maureen Stone, 2012 .

Designing a neural network satisfying a given set of constraints

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1987 .

Withdrawing an example from the training set: An analytic estimation of its effect on a non-linear parameterised model

Gérard Dreyfus, Gaétan Monari, G. Dreyfus, 2000, Neurocomputing.

Toward big data in QSAR/QSPR

Gérard Dreyfus, Arthur F. Duprat, Fabienne Dioury, 2014, 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Computational Diversity in a Formal Model of the Insect Olfactory Macroglomerulus

Gérard Dreyfus, Léon Personnaz, Christiane Linster, 1993, Neural Computation.

Training Context-Sensitive Neural Networks with Few Relevant Examples for the TREC-9 Routing

Gérard Dreyfus, Frantz Vichot, Francis Wolinski, 2000, TREC.

Handwritten digit recognition by neural networks with single-layer training

Gérard Dreyfus, Léon Personnaz, Stefan Knerr, 1992, IEEE Trans. Neural Networks.

Neural networks - methodology and applications

Gérard Dreyfus, G. Dreyfus, 2005 .

and Implementation of Digital Hopeld-Type Associative Memory with On-Chip Training

Gérard Dreyfus, Léon Personnaz, Anne Johannet, 2012 .

Training wavelet networks for nonlinear dynamic input-output modeling

Gérard Dreyfus, Léon Personnaz, Yacine Oussar, 1998, Neurocomputing.

Scale-free behaviour and metastable brain-state switching driven by human cognition, an empirical approach

Gérard Dreyfus, Aldo Mora-Sánchez, François-Benoît Vialatte, 2019, Cognitive Neurodynamics.

A new approach to the design of neural network classifiers and its application to the automatic recognition of handwritten digits

Gérard Dreyfus, Léon Personnaz, S. Knerr, 1991, IJCNN-91-Seattle International Joint Conference on Neural Networks.

Concatenation Method for High-temporal Resolution SSVEP-BCI

Andrzej Cichocki, Gérard Dreyfus, Yohei Tomita, 2011, IJCCI.

Initialization by selection for wavelet network training

Gérard Dreyfus, Yacine Oussar, G. Dreyfus, 2000, Neurocomputing.

Pairwise Neural Network Classifiers with Probabilistic Outputs

Gérard Dreyfus, David Price, Léon Personnaz, 1994, NIPS.

How to be a gray box: dynamic semi-physical modeling

Gérard Dreyfus, Yacine Oussar, G. Dreyfus, 2001, Neural Networks.

Silicon Integration of Learning Algorithms and Other Auto-Adaptive Properties in a Digital Feedback Neural Network

Gérard Dreyfus, Léon Personnaz, Anne Johannet, 1991 .

Development of a silent speech interface driven by ultrasound and optical images of the tongue and lips

Gérard Chollet, Bruce Denby, Thomas Hueber, 2010, Speech Commun..

Regularized Recurrent Least Squares Support Vector Machines

Weisheng Xu, Gérard Dreyfus, Yacine Oussar, 2009, 2009 International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing.

Les réseaux de neurones

Gérard Dreyfus, 1998 .

A simple selectionist learning rule for neural networks

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1987 .

Modelling spatiotemporal olfactory data in two steps: from binary to Hodgkin-Huxley neurones.

Gérard Dreyfus, David Horn, Brigitte Quenet, 2002, Bio Systems.

Placement and channel routing by simulated annealing: some recent developments

Gérard Dreyfus, P. Siarry, P. Chaisemartin, 1989 .

Single-layer learning revisited: a stepwise procedure for building and training a neural network

Gérard Dreyfus, Léon Personnaz, S. Knerr, 1989, NATO Neurocomputing.

An application of physical methods to the computer aided design of electronic circuits

Gérard Dreyfus, P. Siarry, G. Dreyfus, 1984 .

Towards a segmental vocoder driven by ultrasound and optical images of the tongue and lips

Gérard Chollet, Bruce Denby, Thomas Hueber, 2008, INTERSPEECH.

Indoor localization based on cellular telephony RSSI fingerprints containing very large numbers of carriers

Bruce Denby, Gérard Dreyfus, Yacine Oussar, 2011, EURASIP J. Wirel. Commun. Netw..

Embedded Implementation of Second-Order Blind Identification (SOBI) for Real-Time Applications in Neuroscience

François-Benoît Vialatte, Chen Chen, Gérard Dreyfus, 2014, Cognitive Computation.

Towards the Optimal Design of Numerical Experiments

Gérard Dreyfus, Yacine Oussar, Stéphane Gazut, 2008, IEEE Transactions on Neural Networks.

Full-Band GSM Fingerprints for Indoor Localization Using a Machine Learning Approach

Gérard Dreyfus, Yacine Oussar, Bruce Denby, 2010 .

Temporal coding in an olfactory oscillatory model

Gérard Dreyfus, David Horn, Brigitte Quenet, 2001, Neurocomputing.

Comment on "Recurrent neural networks: A constructive algorithm, and its properties"

Gérard Dreyfus, Léon Personnaz, 1998, Neurocomputing.

Performance analysis of a pipelined backpropagation parallel algorithm

Gérard Dreyfus, Claude Girault, Alain Pétrowski, 1993, IEEE Trans. Neural Networks.

Application of an Ultrasound-Based Silent Speech Interface to the French Language for Normal and Post-Laryngectomy Speakers

Bruce Denby, Gérard Dreyfus, Jun Cai, 2012, Interspeech 2012.

Neural networks

Gérard Dreyfus, G. Dreyfus, 2005 .

EARLY FAULT DETECTION IN A DISTILLATION COLUMN: AN INDUSTRIAL APPLICATION OF KNOWLEDGE-BASED NEURAL MODELLING

Gérard Dreyfus, 1997 .

Stress-Wave Probing of Electric Field Distributions in Dielectrics

Gérard Dreyfus, Jacques Lewiner, C. Alquie, 1981 .

A CURSORY INTRODUCTION TO THE PHYSICISTS' NEURAL NETWORKS

Gérard Dreyfus, Léon Personnaz, Elie Bienenstock, 1989 .

Oscillatory activity, behaviour and memory, new approaches for LFP signal analysis

Gérard Dreyfus, Rémi Gervais, Brigitte Quenet, 2003 .

New Principle for the Determination of Potential Distributions in Dielectrics

Gérard Dreyfus, Jacques Lewiner, G. Dreyfus, 1977 .

A machine learning approach to the estimation of the liquidus temperature of glass-forming oxide blends

Gérard Dreyfus, G. Dreyfus, C. Dreyfus, 2003 .

High-order neural networks: information storage without errors

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1987 .

How to Be a Gray Box: The Art of Dynamic Semi-Physical Modeling

Gérard Dreyfus, Yacine Oussar, 2001 .

Evidence of mechanical instabilities of electrets in electric fields

Gérard Dreyfus, Jacques Lewiner, G. Dreyfus, 1975 .

Neural Network Design for Efficient Information Retrieval

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1986 .