Jean-Claude Fort

Thierry Klein

Agnès Lagnoux

SIAM/ASA J. Uncertain. Quantification, 2021

2014

Average Competitive Learning Vector Quantization.

[BibT_eX]

[DOI]

Luis A. Salomón

Li-Vang Lozada-Chang

Commun. Stat. Simul. Comput., 2014

2010

Benefits of textural characterization for the classification of hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

2006

SOM's mathematics.

[BibT_eX]

[DOI]

Neural Networks, 2006

2005

Time series forecasting: Obtaining long term trends with self-organizing maps.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2005

2004

Double quantization of the regressor space for long-term time series prediction: method and proof of stability.

[BibT_eX]

[DOI]

Neural Networks, 2004

2002

Decreasing step Stochastic algorithms: a.s. behaviour of weighted empirical measures.

[BibT_eX]

[DOI]

Monte Carlo Methods Appl., 2002

Advantages and drawbacks of the Batch Kohonen algorithm.

[BibT_eX]

[DOI]

Patrick Letrémy

Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

1998

Theoretical aspects of the SOM algorithm.

[BibT_eX]

[DOI]

Neurocomputing, 1998

1997

Convergences of the Kohonen Maps: A Dynamical System Approach.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 1997

Almost sure convergence of the one-dimensional Kohonen algorithm.

[BibT_eX]

[DOI]

Avec M. Benaïm

Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997

1996

About the Kohonen Algorithm: Strong or Weak Self-organization?

[BibT_eX]

[DOI]

Neural Networks, 1996

Quantization vs Organization in the Kohonen S.O.M.

[BibT_eX]

[DOI]

Proceedings of the 4th European Symposium on Artificial Neural Networks, 1996

1995

Comments about "Analysis of the convergence properties of topology preserving neural networks".

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1995

1994

An on-line learning algorithm for the orthogonal weight estimation of MLP.

[BibT_eX]

[DOI]

Nicolas Pican

Frédéric Alexandre

Neural Process. Lett., 1994

A lateral contribution learning algorithm for multi MLP architecture.

[BibT_eX]

[DOI]

Nicolas Pican

Frédéric Alexandre

Proceedings of the 2nd European Symposium on Artificial Neural Networks, 1994

A non linear Kohonen algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2nd European Symposium on Artificial Neural Networks, 1994

Two or three things that we know about the Kohonen algorithm.

[BibT_eX]

[DOI]