Information processing by a perceptron in an unsupervised learning task
Network: Computation in Neural Systems, 4(3):295-312 (August 1993)
(abstract and preprint: ps.gz, pdf).
Initially published by IOP,
this journal has moved to Taylor & Francis
Optimal unsupervised learning
Journal of Physics A: Mathematical and General, 27(6):1899-1915 (March 1994)
(abstract and preprint: ps.gz, pdf) -
(paper from
J. Phys. A Online)
Nonlinear neurons in the low-noise limit: a factorial code maximizes information transfer
Network: Computation in Neural Systems, 5(4):565-581 (November 1994)
(abstract and preprint: ps.gz, pdf)
Initially published by IOP,
this journal has moved to Taylor & Francis
Trio learning: a new strategy for building hybrid trees
Int. Journ. of Neur. Syst. 5(4):259-274 (December 1994).
(abstract)
Sparsely coded neural networks
in: The Handbook of Brain Theory and Neural Networks,
Arbib M. A. Ed. (MIT press, 1995) pp. 899-901
(abstract and related works)
Maximization of mutual information in a linear noisy network: a detailed study
Network: Computation in Neural Systems, 6(3):449-468 (August 1995)
(abstract and preprint.ps.gz, preprint.pdf)
Initially published by IOP,
this journal has moved to Taylor & Francis
Asymptotic performance of a constructive algorithm
Neural Processing Letters
2(2):1-4 (March 1995)
(TOC of the issue)
(abstract and preprint.ps.gz, preprint.pdf).
User profiling: dynamic clustering on symbolic objects
Laboratoires d'Electronique Philips S.A.S. (LEP) internal report 1996.
(See related work by Doux, Laurent and Nadal in proceedings of UM97)
Redundancy Reduction and Independent Component Analysis:
Conditions on Cumulants and Adaptive Approaches
Neural Computation 9(7):1421-1456 (October 1997)
(abstract and
preprint.pdf)
Information processing by a noisy binary channel
Network: Computation in Neural Systems, 8(4):405-424 (November 1997)
(abstract and preprint.ps.gz, preprint.pdf)
Initially published by IOP,
this journal has moved to Taylor & Francis.
The self-similarity properties of natural images resemble those of turbulent flows
Physical Review Letters 80(5): 1098-1101 (February 1998)
(abstract and preprint.ps.gz, preprint.pdf) -
(paper from PRL on line).
Nonlinear feedforward networks with stochastic ouputs:
infomax implies redundancy reduction
Network: Computation in Neural Systems 9(2):207-217 (May 1998)
(abstract and preprint.ps.gz, preprint.pdf)
Initially published by IOP,
this journal has moved to Taylor & Francis.
Mutual information, Fisher information and population coding
Neural Computation,
Vol. 10 issue 7 (October 1, 1998) pp. 1731-1757.
(abstract and
preprint.ps.gz, preprint.pdf)
(abstract and full published paper from Neural Computation online.
A formal approach to market organization:
choice functions, mean field approximation and maximum entropy principle
in Advances in Self-Organization and Evolutionary Economics,
J. Lesourne
and A. Orléan Eds. (Economica, London, 1998), pp. 149-159
(abstract and preprint1996.ps.gz, preprint1996.pdf)
Unsupervised and supervised learning:
the mutual information between parameters and observations
Phys. Rev. E
Volume 59, issue 3 (March 1, 1999), pp. 3344-3360.
(abstract and preprint.ps.gz, preprint.pdf) (abstract and paper from Phys. Rev. E online).
Analysis of geophysical time series and information theory:
Independent Component Analysis
Les Comptes rendus de l'Académie des Sciences (CRAS)
Geoscience (Série IIa,
Sciences de la terre et des planètes), vol. 328 num. 9 (1999) pp. 569-575.
(abstract)
Independent component analysis of multivariate time series.
Application to the tropical SST variability.
Journal of Geophysical Research - Atmospheres,
Vol. 105 , No. D13 , p. 17,437 (2000).
(abstract)
Blind source separation in the presence of weak sources
Neural Networks
Volume 13, Issue 6 (July 2000) pp 589-596.
(abstract and full text from Elsevier Science Direct)
Optimal Information Storage and the Distribution of Synaptic Weights: Perceptron versus Purkinje Cell
Neuron, Vol 43, 745-757, 2 September 2004.
(abstract)
Pre-attentive segmentation of oriented textures
Journal of Geophysics and Engineering, Vol. 1 No. 4 (December 2004) 312-326
abstract
- paper on IOP site,
freely available online as one of the featured articles of the review.
Heterogeneity and feedback in an agent-based market model
J. Phys.: Condens. Matter 17 No 14 (13 April 2005) S1259-S1268
abstract
- paper on IOP site.
Seller's dilemma due to social interactions between customers
Physica A: Statistical Mechanics and its Applications,
Volume 356, Issues 2-4 , 15 October 2005, Pages 628-640
online 13 June 2005 -
abstract - preprint.pdf
Identifying genes from up-down properties of microarray expression series
Bioinformatics, Volume 21 Number 20, 15 October 2005, Pages 3859-3864
abstract - paper on Oxford University Press web site.
Multiple equilibria in a
monopoly market with heterogeneous agents and externalities
Quantitative Finance Vol.5, No. 6, December 2005, 557-568.
abstract - preprint.pdf
- preliminary version: arXiv cond-mat/0311096
The acquisition of allophonic rules: statistical learning with linguistic constraints
Cognition Volume 101, Issue 3, October 2006, Pages B31-B41 (online 20 December 2005).
abstract - paper.pdf
What can we learn from synaptic weight distributions?
Trends in Neurosciences, Volume 30, Issue 12, December 2007, Pages 622-629
(online 5 November 2007)
abstract - abstract and paper from TINS (Elsevier - ScienceDirect) web site.
proceedings - in English - of a CNRS School - in French -
"Economie Cognitive",
Ile de
, 25 sept-5 oct 2001.
, Sept. 1992
, 1990.
, June 1987