Léon Personnaz

25 papers Journal 19Unranked 6
YearRankTypeTitle / Venue / Authors
2007 J jnl
Enrichment or depletion of a GO category within a class of genes: which test?
Bioinform.
Isabelle Rivals, Léon Personnaz, Lieng Taing, Marie-Claude Potier
2004 J jnl
Jacobian Conditioning Analysis for Model Validation.
Neural Comput.
Isabelle Rivals, Léon Personnaz
2003 J jnl
MLPs (Mono-Layer Polynomials and Multi-Layer Perceptrons) for Nonlinear Modeling.
J. Mach. Learn. Res.
Isabelle Rivals, Léon Personnaz
2003 J jnl
Neural-network construction and selection in nonlinear modeling.
IEEE Trans. Neural Networks
Isabelle Rivals, Léon Personnaz
2003 J jnl
No free lunch with the sandwich [sandwich estimator].
IEEE Trans. Neural Networks
Isabelle Rivals, Léon Personnaz
2000 J jnl
Construction of confidence intervals for neural networks based on least squares estimation.
Neural Networks
Isabelle Rivals, Léon Personnaz
2000 J jnl
Nonlinear internal model control using neural networks: application to processes with delay and design issues.
IEEE Trans. Neural Networks Learn. Syst.
Isabelle Rivals, Léon Personnaz
1999 J jnl
On Cross Validation for Model Selection.
Neural Comput.
Isabelle Rivals, Léon Personnaz
1999 — conf
Undersampling for the training of feedback neural networks on large sequences; application to the modeling of an induction machine.
ICECS
L. Constant, B. Dagues, Isabelle Rivals, Léon Personnaz
1998 J jnl
A recursive algorithm based on the extended Kalman filter for the training of feedforward neural models.
Neurocomputing
Isabelle Rivals, Léon Personnaz
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
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
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 — 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