Below: publications since 1992

[just appeared and accepted for publication, submitted papers]

Papers in proceedings and review articles: click here

Edition of proceedings and Book

Also available:

main publications with abstracts;

main publications by subjects;

older publications

• Brunel N., Nadal J.-P., and Toulouse G.
  Information capacity of a perceptron
  Journal of Physics A: Mathematical and General, 25, 5017-5037, 1992.
  (abstract - full paper from IoP electronic journals).

• Plouraboué F., Atlan H., Weisbuch G. and Nadal J.-P.
  A network model of the coupling of ion channels with secondary messenger in cell signaling
  Network: Computation in Neural Systems 3(4):393-406 (November 1992)
  (abstract and preprint1992.html -
  Initially published by IoP, this journal has moved to Taylor & Francis

• Nadal J.-P. and Parga N.
  Duality between learning machines: a bridge between supervised and unsupervised learning
  Neural Computation 6(3):491-508 (May 1994)
  (abstract and preprint (1992) ps.gz, pdf)

• Lefèvre O. and Nadal J.-P.
  Relevant parameters for a class of sequence-retrieving neural networks
  J. Physique I (France) 3(6):1303-1328, 1993
  abstract - - full paper (HAL archive)

• Nadal J.-P. and Parga N.
  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

• Watkin T. and Nadal J.-P.
  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)

• Nadal J.-P. and Parga N.
  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

• d'Alché-Buc F., Zwierski D. and Nadal J.-P.
  Trio learning: a new strategy for building hybrid trees
  Int. Journ. of Neur. Syst. 5(4):259-274 (December 1994).
  (abstract)

• Meunier C. and Nadal J.-P.
  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)

• Campa A., Del Giudice P., Parga N. and Nadal J.-P.
  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

• d'Alché-Buc F. and Nadal J.-P.
  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).
• Doux A.-C., Laurent J-Ph., Nadal J.-P. and Diday E.
  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)
• Nadal J.-P. and Parga N.
  Redundancy Reduction and Independent Component Analysis:
  Conditions on Cumulants and Adaptive Approaches
  Neural Computation 9(7):1421-1456 (October 1997)
  (abstract and preprint.pdf)

• Korutcheva E., Parga N. and Nadal J.-P.
  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.

• Turiel A., Mato G., Parga N. and Nadal J.-P.
  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).

• Nadal J.-P., Brunel N. and Parga N.
  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.

• Brunel N. and Nadal J.-P.,
  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.

• Nadal J.-P., Weisbuch G., Chenevez O. and Kirman A.
  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)

• Herschkowitz D. and Nadal J.-P.
  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).

• Aires F., Chédin A. and Nadal J.-P.
  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)

• Aires F., Chédin A. and Nadal J.-P.
  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)

• Nadal J.-P., Korutcheva E. and Aires F.,
  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)

• Parga N. and Nadal J.-P.
  Blind source separation with time dependent mixtures
  Signal Processing, volume 80 issue 10 (October 2000) pp. 2187-2194.
  (abstract and preprint.ps.gz, preprint.pdf)
  (abstract and full text from Elsevier Science Direct)

• Arnaud Buhot, Mirta B. Gordon, Jean-Pierre Nadal
  Rigorous Bounds to Retarded Learning
  Comment in Physical Review Letters, Vol 88, 099801 (2002)
  (abstract; preprint: cond-mat/0201256)
  This article has been selected for the February 15, 2002 issue of the Virtual Journal of Biological Physics Research published by the American Institute of Physics and the American Physical Society.

• Gerard Weisbuch, Guillaume Deffuant, Frederic Amblard, Jean-Pierre Nadal
  Meet, Discuss and Segregate!
  Complexity Vol 7:3 (2002) pp 55-63
  (abstract - paper)
  Preprint Nov. 2001: Interacting Agents and Continuous Opinions Dynamics,
  cond-mat/0111494 and Santa Fe working paper #01-11-072.
• Antonio Turiel, Jean-Pierre Nadal and Nestor Parga
  Orientational minimal redundancy wavelets: from edge detection to perception
  Vision Research 43:9 (2003) pp 1061-1079.
  (abstract - preprint pdf)
  (abstract and full text from Elsevier Science Direct)
• David Philipona, Kevin O'Regan and Jean-Pierre Nadal
  Is there something out there? Infering space from sensorimotor dependencies
  Neural Computation Vol 15:9 (Sept. 2003) pp 2029-2049.
  (selected as sample article of the Sept. 2003 issue)
  (abstract - preprint.ps.gz, preprint.pdf)
• Nicolas Brunel, Vincent Hakim, Philippe Isope, Jean-Pierre Nadal and Boris Barbour
  Optimal Information Storage and the Distribution of Synaptic Weights: Perceptron versus Purkinje Cell
  Neuron, Vol 43, 745-757, 2 September 2004.
  (abstract)
• Ingrid Machecler and Jean-Pierre Nadal
  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.
• François Ghoulmié, Rama Cont and Jean-Pierre Nadal
  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.
• Mirta B. Gordon, Jean-Pierre Nadal, Denis Phan and Jean Vannimenus
  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
• Karen Willbrand, Francois Radvanyi, Jean-Pierre Nadal, Jean-Paul Thiery, and Thomas M. A. Fink
  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.
• Jean-Pierre Nadal, Denis Phan, Mirta B. Gordon and Jean Vannimenus
  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
• Sharon Peperkamp, Rozenn Le Calvez, Jean-Pierre Nadal and Emmanuel Dupoux
  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
• Boris Barbour, Nicolas Brunel, Vincent Hakim and Jean-Pierre Nadal
  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.
• Viktoriya Semeshenko, Mirta B. Gordon and Jean-Pierre Nadal
  Collective states in social systems with interacting learning agents
  Physica A: Statistical Mechanics and its Applications, Volume 387, Issues 19-20, August 2008, Pages 4903-4916
  online 10 April 2008 - abstract - preprint arXiv:0704.2324v1 [physics.soc-ph], April 2007.
• Laurent Bonnasse-Gahot and Jean-Pierre Nadal
  Neural Coding of Categories: Information Efficiency and Optimal Population Codes
  Journal of Computational Neuroscience 25:1 August 2008 pp. 169-187
  online 31 January 2008 - abstract - preprint.pdf (May 2007).
• Mirta B. Gordon, Jean-Pierre Nadal, Denis Phan and Viktoriya Semeshenko
  Discrete Choices under Social Influence: Generic Properties
  Mathematical Models and Methods in Applied Sciences (M3AS), Volume: 19, Supplementary Issue 1 (August 2009) pp. 1441-1481 (DOI: 10.1142/S0218202509003887)
  abstract - preprint arXiv:0704.2333v1 [physics.soc-ph], HAL-SHS (halshs-00135405) or RePEc open archives.

• Laetitia Gauvin, Jean Vannimenus and Jean-Pierre Nadal
  Phase diagram of a Schelling segregation model
  The European Physical Journal B - Condensed Matter and Complex Systems (EPJB) Vol. 70:2 (2009) pp. 293-304 (DOI: 10.1140/epjb/e2009-00234-0)
  online 8 July 2009 - abstract - preprint arXiv:0903.4694.
• Yiping P. Ma, Sebastian Gonçalves, Sylvain Mignot, Jean-Pierre Nadal and Mirta B. Gordon
  Cycles of cooperation and free-riding in social systems
  The European Physical Journal B - Condensed Matter and Complex Systems (EPJB) Volume 71, Number 4 / Octobre 2009, pp. 597-610 (doi: 10.1140/epjb/e2009-00325-x).
  online 7 October 2009 - abstract - preprint hal-00349642, January 2009.
• Marc Barthelemy, Jean-Pierre Nadal and Henri Berestycki
  Disentangling collective trends from local dynamics
  To appear in The Proceedings of the National Academy of Sciences (PNAS)
  abstract - preprint arXiv:0909.1490, September 2009.

• Laetitia Gauvin, Jean-Pierre Nadal and Jean Vannimenus
  Schelling segregation in an open city: a kinetically constrained Blume-Emery-Griffiths spin-1 system
  abstract - preprint arXiv:1002.3758, February 2010.

Papers in proceedings and review articles

Most recent conference papers: see here.

Full list of papers published in proceedings, review articles, book chapters: click here.

• Bourgine P. and Nadal J.-P., editors
  Cognitive Economics - an interdisciplinary approach
  Springer, January 2004
  proceedings - in English - of a CNRS School - in French - "Economie Cognitive", Ile de , 25 sept-5 oct 2001.
• Grassberger P. and Nadal J.-P., editors
  From Statistical Physics To Statistical Inference and Back
  NATO ASI Series C Vol. 428, Kluwer Acad. Pub., Dordrecht, 1994
  (now published by Springer).
  proceedings of a workshop organized in , Sept. 1992
• Livi R., Nadal J.-P. and Packard N., editors
  Complex Dynamics
  Nova Science Pub., New-York, 1994
  proceedings of the workshop Complexity and Evolution organized at , 1990.
  
• Guyon E., Nadal J.-P. and Pomeau Y., editors
  Disorder and Mixing
  NATO ASI Series E Vol. 152, Kluwer Acad. Pub., Dordrecht, 1988
  (available in softcover and hardcover)
  Now published by Springer
  Proceedings of the workshop "Disorder and Mixing" organized in , June 1987

• Nadal J.-P.
  Réseaux de neurones : de la physique à la psychologie (in French)
  Collection 2ai, Armand Colin 1993 (repris par Dunod/Masson)