Bibliographie

Bottou1991
Une approche théorique de l’apprentissage connexionniste,

Application à la reconnaissance de la parole, Léon Bottou,

Thèse de l’Université de Paris Sud, Centre d’Orsay.

Broyden1967

Quasi-Newton methods and their application to function minimization (1967), C. G. Broyden, Math. Comput pages 21-368

Bishop1995

Neural networks for pattern recognition (1995), C. M. Bishop, Oxford University Press

Cottrel1995

Neural modeling for time series: a statistical stepwise methode for weight elimination (1995), M. Cottrel, B. Girard, M. Mangeas, C. Muller, IEEE Transaction On Neural Networks

Cybenko1989

Approximation by superpositions of a sigmoidal function (1989), G. Cybenko, Mathematics of Controls, Signals, and Systems, p 303-314

Davidon1959

Variable metric method for minimization (1959), C. W. Davidon, A.E.C. Research and Development Report, ANL-5990

Driancourt1996

Optimisation par descente de gradient stochastique de systèmes modulaires combinant réseaux de neurones et programmation dynamique, Application à la reconnaissance de la parole (1996), X. Driancourt, Thèse de l’Université de Paris Sud, Centre d’Orsay.

Fletcher1963

A rapidly convergent descent method for minimization (1963), R. Fletcher, M. J. D. Powell, Computer Journal 6, pages 163-168

Fletcher1993

An overview of Unconstrained Optimization (1993), R. Fletcher, Numerical Analysis Report NA/149

Kullback1951

On information and sufficiency (1951), S. Kullback, R. A. Leibler, Ann. Math. Stat. 22, pages 79-86

LeCun1985

Une procédure d’apprentissage pour réseaux à seuil asymétrique (1985), Yann Le Cun, Cognita, p 599-604

Moré1977

The Levenberg-Marquardt algorithm: Implementation and theory (1977), J. J. Moré, Proceedings of the 1977 Dundee Conference on Numerical Analysis, G. A. Watson, ed., Lecture Notes in Mathematics, vol. 630, Springer-Verlag, Berlin, pages 105-116

Rumelhart1986

Learning internal representations by error propagation (1986), D. E. Rumelhart, G. E. Hinton, R. J. Williams in Parallel distributed processing: explorations in the microstructures of cohniyionn MIT Press, Cambridge

Saporta1990

Probabilités, analyse des données et statistique (1990), Gilbert Saporta, Editions Technip

Song1997

Self-organizing algorithm of robust PCA based on single layer NN (1997) Song Wang, Shaowei Xia, Proceedings of the 4th International Conference Document Analysis and Recognition