Léon Personnaz

Publication Activity (10 Years)

Years Active: 1987-2007
Publications (10 Years): 0

Publications

Isabelle Rivals, Léon Personnaz, Lieng Taing, Marie-Claude Potier
Enrichment or depletion of a GO category within a class of genes: which test? Bioinform. 23 (4) (2007)
Isabelle Rivals, Léon Personnaz
Jacobian Conditioning Analysis for Model Validation. Neural Comput. 16 (2) (2004)
Isabelle Rivals, Léon Personnaz
No free lunch with the sandwich [sandwich estimator]. IEEE Trans. Neural Networks 14 (6) (2003)
Isabelle Rivals, Léon Personnaz
MLPs (Mono-Layer Polynomials and Multi-Layer Perceptrons) for Nonlinear Modeling. J. Mach. Learn. Res. 3 (2003)
Isabelle Rivals, Léon Personnaz
Neural-network construction and selection in nonlinear modeling. IEEE Trans. Neural Networks 14 (4) (2003)
Isabelle Rivals, Léon Personnaz
Nonlinear internal model control using neural networks: application to processes with delay and design issues. IEEE Trans. Neural Networks Learn. Syst. 11 (1) (2000)
Isabelle Rivals, Léon Personnaz
Construction of confidence intervals for neural networks based on least squares estimation. Neural Networks 13 (4-5) (2000)
L. Constant, B. Dagues, Isabelle Rivals, Léon Personnaz
Undersampling for the training of feedback neural networks on large sequences; application to the modeling of an induction machine. ICECS (1999)
Isabelle Rivals, Léon Personnaz
On Cross Validation for Model Selection. Neural Comput. 11 (4) (1999)
Isabelle Rivals, Léon Personnaz
A recursive algorithm based on the extended Kalman filter for the training of feedforward neural models. Neurocomputing 20 (1-3) (1998)
Yacine Oussar, Isabelle Rivals, Léon Personnaz, Gérard Dreyfus
Training wavelet networks for nonlinear dynamic input-output modeling. Neurocomputing 20 (1-3) (1998)
Léon Personnaz, Gérard Dreyfus
Comment on "Recurrent neural networks: A constructive algorithm, and its properties". Neurocomputing 20 (1-3) (1998)
Léon Personnaz, Gérard Dreyfus
Comment on "Discrete-time recurrent neural network architectures: A unifying review". Neurocomputing 20 (1-3) (1998)
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) (1994)
David Price, Stefan Knerr, Léon Personnaz, Gérard Dreyfus
Pairwise Neural Network Classifiers with Probabilistic Outputs. NIPS (1994)
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) (1993)
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) (1993)
Stefan Knerr, Léon Personnaz, Gérard Dreyfus
Handwritten digit recognition by neural networks with single-layer training. IEEE Trans. Neural Networks 3 (6) (1992)
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)
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) (1992)
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) (1992)
Léon Personnaz, Gérard Dreyfus
Neural Network Models and Applications: an Overview. Modelling the Innovation (1990)
Stefan Knerr, Léon Personnaz, Gérard Dreyfus
Single-layer learning revisited: a stepwise procedure for building and training a neural network. NATO Neurocomputing (1989)
Léon Personnaz, Gérard Dreyfus
Neurocomputing in France. Neurocomputing 1 (1) (1989)
Gérard Dreyfus, Isabelle Guyon, Jean-Pierre Nadal, Léon Personnaz
High Order Neural Networks for Efficient Associative Memory Design. NIPS (1987)