Publications
2022
Laurent Dragoni, Rémi Flamary, Karim Lounici, Patricia Reynaud-Bouret
Sliding window strategy for convolutional spike sorting with Lasso Algorithm, theoretical guarantees and complexity.
Acta Applicandae Mathematicae, Springer Verlag, 2022, ⟨10.1007/s10440-022-00494-x⟩,
Cyrille Mascart, Gilles Scarella, Patricia Reynaud-Bouret, Alexandre Muzy
Scalability of large neural network simulations via activity tracking with time asynchrony and procedural connectivity.
Neural computation., MIT Press, 2022, 34 (9), pp.1915-1943. ⟨10.1101/2021.06.12.448096⟩,
Cyrille Mascart, David Hill, Alexandre Muzy, Patricia Reynaud-Bouret
Efficient Simulation of Sparse Graphs of Point Processes.
ACM Transactions on Modeling and Computer Simulation, Association for Computing Machinery, In press, ⟨10.1145/nnnnnnn.nnnnnnn⟩,
Giulia Mezzadri, Thomas Laloë, Fabien Mathy, Patricia Reynaud-Bouret
Hold-out strategy for selecting learning models: application to categorization subjected to presentation orders.
Journal of Mathematical Psychology, Elsevier, 2022, 109 (102691), ⟨10.1016/j.jmp.2022.102691⟩,
Giulia Mezzadri, Patricia Reynaud-Bouret, Thomas Laloë, Fabien Mathy
An order-dependent transfer model in categorization.
Journal of Mathematical Psychology, Elsevier, 2022, 107 (102634), ⟨10.1016/j.jmp.2021.102634⟩,
Giulia Mezzadri, Thomas Laloë, Fabien Mathy, Patricia Reynaud-Bouret
How to fit transfer models to learning data: a segmentation/clustering approach.
2022,
Giulia Mezzadri, Patricia Reynaud-Bouret, Thomas Laloë, Fabien Mathy
Investigating interactions between types of order in categorization.
2022,
Guilherme Ost, Patricia Reynaud-Bouret
Neural Coding as a Statistical Testing Problem.
2022,
Tien Cuong Phi, Patricia Reynaud-Bouret, Eva Löcherbach
Kalikow decomposition for counting processes with stochastic intensity and application to simulation algorithms.
2022,
2021
Patricia Reynaud-Bouret, Alexandre Muzy, Ingrid Bethus
Towards a mathematical definition of functional connectivity.
Comptes Rendus de l'Académie des Sciences - Series I - Mathematics, Elsevier, In press, 359 (4), pp.481-492,
Giulia Mezzadri, Patricia Reynaud-Bouret, Thomas Laloë, Fabien Mathy
Classification de patterns de catégorisation chez l'humain par deux modèles d'apprentissage.
JDS 2020 : 52-ièmes journées de Statistique de la Société Française de Statistique (SFdS), Jun 2021, Nice (en ligne), France,
Gilles Scarella, Cyrille Mascart, Alexandre Muzy, Tien Cuong Phi, Patricia Reynaud-Bouret
Reconstruction de la connectivité fonctionnelle en Neurosciences: une amélioration des algorithmes actuels.
52èmes Journées de Statistique de la Société Française de Statistique (SFdS), Jun 2021, Nice, France,
Ashwin Moongathottathil James, Giulia Mezzadri, Francesca Sargolini, Patricia Reynaud-Bouret, Ingrid Bethus, Alexandre Muzy
Do rats learn by paths or by turns when exploring a maze? Determining and predicting automatically the actions involved in the learning process.
2021,
Ashwin Moongathottathil James, Francesca Sargolini, Ingrid Bethus, Alexandre Muzy
Reinforcement learning dynamics.
2021,
Alexandre Muzy, Bernard P Zeigler
Coupling and Lumping Finite-Size Linear System Realizations of Componentized Neural Networks.
2021,
2020
G Ost, Patricia Reynaud-Bouret
SPARSE SPACE-TIME MODELS: CONCENTRATION INEQUALITIES AND LASSO.
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, Institut Henri Poincaré (IHP), In press,
Tien Cuong Phi, Alexandre Muzy, Patricia Reynaud-Bouret
Event-Scheduling Algorithms with Kalikow Decomposition for Simulating Potentially Infinite Neuronal Networks.
SN Computer Science, Springer, 2020, 1 (1), ⟨10.1007/s42979-019-0039-3⟩,
2019
Jean-François Coeurjolly, Patricia Reynaud-Bouret
A concentration inequality for inhomogeneous Neymann-Scott point processes.
Statistics and Probability Letters, Elsevier, 2019, 148,
Pierre Hodara, Patricia Reynaud-Bouret
Exponential inequality for chaos based on sampling without replacement.
Statistics and Probability Letters, Elsevier, 2019, 146, pp.65-69. ⟨10.1016/j.spl.2018.11.003⟩,
P Hodara, Patricia Reynaud-Bouret
EXPONENTIAL INEQUALITY FOR CHAOS BASED ON SAMPLING WITHOUT REPLACEMENT.
Statistics and Probability Letters, Elsevier, 2019, 146,
Xin Jiang Hunt, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett
A Data-Dependent Weighted LASSO Under Poisson Noise.
IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2019, 65 (3), pp.1589-1613. ⟨10.1109/TIT.2018.2869578⟩,
Alexandre Muzy
Exploiting Activity for the Modeling and Simulation of Dynamics and Learning Processes in Hierarchical (Neurocognitive) Systems.
Computing in Science and Engineering, Institute of Electrical and Electronics Engineers, 2019, 21 (1), pp.84-93. ⟨10.1109/MCSE.2018.2889235⟩,
Paula Pousinha, Xavier Mouska, Daniela Bianchi, Mariana Temido-Ferreira, Joana Rajão-Saraiva, Rui Gomes, Sebastian Fernandez, Ana Rita Salgueiro-Pereira, Carine Gandin, Elisabeth Raymond, Jacques Barik, Romain Goutagny, Ingrid Bethus, Luisa Lopes, Michele Migliore, Héléne Marie
The Amyloid Precursor Protein C-Terminal Domain Alters CA1 Neuron Firing, Modifying Hippocampus Oscillations and Impairing Spatial Memory Encoding..
Cell Reports, Elsevier Inc, 2019, 29 (2), pp.317-331.e5. ⟨10.1016/j.celrep.2019.08.103⟩,
Nuria Ruiz-Reig, Malalaniaina Rakotobe, Ingrid Bethus, Gwenaëlle Le Menn, Hannah-Isadora Huditz, Héléne Marie, Thomas Lamonerie, Fabien d'Autréaux
Developmental Requirement of Homeoprotein Otx2 for Specific Habenulo-Interpeduncular Subcircuits.
Journal of Neuroscience, Society for Neuroscience, 2019, 39 (6), pp.1005-1019. ⟨10.1523/JNEUROSCI.1818-18.2018⟩,
Oussama Sabri, Alexandre Muzy
Learning Dynamics of Cognitive Parallel Processing Based on a Collective Evaluation.
IEEE Computer Society, 2019, Proceedings of The 18th IEEE International Conference on Cognitive Informatics & Cognitive Computing,
Ana Rita Salgueiro-Pereira, Fabrice Duprat, Paula Pousinha, Alexandre Loucif, Vincent Douchamps, Cristina Regondi, Marion Ayrault, Martine Eugie, Marion Stunault, Andrew Escayg, Romain Goutagny, Vadym Gnatkovsky, Carolina Frassoni, Hélène Marie, Ingrid Bethus, Massimo Mantegazza
A two-hit story: Seizures and genetic mutation interaction sets phenotype severity in SCN1A epilepsies.
Neurobiology of Disease, Elsevier, 2019, 125, pp.31-44. ⟨10.1016/j.nbd.2019.01.006⟩,
Eman Ahmed, Reda El-Khoribi, Alexandre Muzy, Gilles Bernot, Gamal Darwish
Modeling of Goal-oriented Human Motion Evolution using Hidden Markov Models.
8th International Conference on Pattern Recognition Applications and Methods, Feb 2019, Prague, Czech Republic. pp.605-612, ⟨10.5220/0007391906050612⟩,
Ophélie Guinaudeau, Gilles Bernot, Alexandre Muzy, Daniel Gaffé, Franck Grammont
Formal Neuron Models: Delays Offer a Simplified Dendritic Integration for Free.
Communications in Computer and Information Science book series, 2019,
Ophélie Guinaudeau, Gilles Bernot, Alexandre Muzy, Daniel Gaffé, Franck Grammont
Formal Neuron Models: Delays Offer a Simplified Dendritic Integration for Free.
SPRINGER. Communications in Computer and Information Science book series, extended selected paper from Biomedical Engineering Systems and Technologies conference (BIOSTEC 2018), , pp.167-191, 2019, ⟨10.1007/978-3-030-29196-9_10⟩,
2018
Scherazad Kootar, Marie-Lise Frandemiche, Gihen Dhib, Xavier Mouska, Thomas Lorivel, Gwenola Poupon-Silvestre, Hazel Hunt, François Tronche, Ingrid Bethus, Jacques Barik, Héléne Marie
Identification of an acute functional cross-talk between amyloid-β and glucocorticoid receptors at hippocampal excitatory synapses.
Neurobiology of Disease, Elsevier, 2018, 118, pp.117-128. ⟨10.1016/j.nbd.2018.07.001⟩,
Régis C. Lambert, Christine Tuleau-Malot, Thomas Bessaih, Vincent Rivoirard, Yann Bouret, Nathalie Leresche, Patricia Reynaud-Bouret
Reconstructing the functional connectivity of multiple spike trains using Hawkes models.
Journal of Neuroscience Methods, Elsevier, 2018, 297, pp.9-21,
Alexandre Muzy, Bernard P Zeigler, Franck Grammont
Iterative Specification as a Modeling and Simulation Formalism for I/O General Systems.
IEEE Systems Journal, IEEE, 2018, 12 (3), pp.2982-2993. ⟨10.1109/JSYST.2017.2728861⟩,
Franck Picard, Patricia Reynaud-Bouret, Etienne Roquain
Continuous testing for Poisson process intensities: a new perspective on scanning statistics.
Biometrika, Oxford University Press (OUP), 2018, ⟨10.1093/biomet/asy044⟩,
Ophélie Guinaudeau, Gilles Bernot, Alexandre Muzy, Daniel Gaffé, Franck Grammont
Computer-Aided Formal Proofs about Dendritic Integration within a Neuron.
BIOINFORMATICS 2018 - 9th International Conference on Bioinformatics Models, Methods and Algorithms, Jan 2018, Funchal Madeira, Portugal. pp.12,
Médéric Argentina, Stéphane Barland, Patricia Reynaud-Bouret
Proceedings of the Complex Systems: Academy of Excellence.
2018,
Patricia Reynaud-Bouret, Fanny Bastien
Patricia Bouret - Erreurs et Tests statistiques.
2018,
2017
Alexandre Muzy, Bernard P. Zeigler
Activity-based Credit Assignment (ACA) Heuristic for Simulation-based Stochastic Search in a Hierarchical Model-base of Systems.
IEEE Systems Journal, IEEE, 2017, 11 (4), pp.1916-1927. ⟨10.1109/JSYST.2014.2342534⟩,
Paula Pousinha, Xavier Mouska, Elisabeth Raymond, Carole Gwizdek, Gihen Dhib, Gwénola Poupon, Laure-Emmanuelle Zaragosi, Camilla Giudici, Ingrid Bethus, Emilie Pacary, Michael Willem, Héléne Marie
Physiological and pathophysiological control of synaptic GluN2B-NMDA receptors by the C-terminal domain of amyloid precursor protein.
eLife, eLife Sciences Publication, 2017, 6, ⟨10.7554/eLife.25659⟩,
Régis C Lambert, Christine Tuleau-Malot, Thomas C Bessaih, Vincent Rivoirard, Yann C Bouret, Nathalie C Leresche, Patricia Reynaud-Bouret
Reconstructing the functional connectivity of multiple spike trains sing Hawkes models.
2017,
2016
Mélisande Albert, Yann Bouret, Magalie Fromont, Patricia Reynaud-Bouret
Surrogate data methods based on a shuffling of the trials for synchrony detection: the centering issue.
Neural Computation, Massachusetts Institute of Technology Press (MIT Press), 2016, 28 (1), pp.2352-2392. ⟨10.1162/NECO_a_00839⟩,
Magalie Fromont, Matthieu Lerasle, Patricia Reynaud-Bouret
Family wise separation rates for multiple testing.
Annals of Statistics, Institute of Mathematical Statistics, 2016, 44 (6), pp.2533-2563. ⟨10.1214/15-AOS1418⟩,
Bernard P Zeigler, Alexandre Muzy
Emergence at the Fundamental Systems Level: Existence Conditions for Iterative Specifications.
Systems, MDPI, 2016, ⟨10.3390/systems4040034⟩,
Xin Jiang, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett
Genomic transcription regulatory element location analysis via poisson weighted lasso.
Statistical Signal Processing Workshop (SSP), 2016 IEEE, Jun 2016, Palma de Mallorca, Spain. pp.16263580, ⟨10.1109/SSP.2016.7551831⟩,
Alexandre Muzy, Matthieu Lerasle, Franck Grammont, van Toan Dao, David R.C. Hill
Parallel and pseudorandom discrete event system specification vs. networks of spiking neurons: Formalization and preliminary implementation results.
The 2016 International Conference on High Performance Computing & Simulation (HPCS 2016), International Workshop on Parallel Computations for Neural Networks (PCNN 2016), Jul 2016, Innsbruck, Austria,
Alexandre Muzy, Bernard P. Zeigler
Modeling organization of spiking neural nets in DEVS for high performance parallel simulation.
Les journées DEVS francophones : Théorie et Applications / Workshop, Apr 2016, Cargese, France,
Bernard P. Zeigler, Alexandre Muzy
Some Modeling & Simulation Perspectives on Emergence in System-of-Systems.
Spring Simulation Multi-conference (SpringSim'16), Apr 2016, Pasadena, CA, United States,
Elisabetta de Maria, Alexandre Muzy, Daniel Gaffé, Annie Ressouche, Franck Grammont
Verification of Temporal Properties of Neuronal Archetypes Modeled as Synchronous Reactive Systems.
HSB 2016 - 5th International Workshop Hybrid Systems Biology, Oct 2016, Grenoble, France. pp.15, ⟨10.1007/978-3-319-47151-8_7⟩,
Matthieu Lerasle, Nelo Magalhães, Patricia Reynaud-Bouret
Optimal kernel selection for density estimation.
High Dimensional Probability VII : The Cargese Volume, 71, Birkhauser, pp.425-460, 2016, Prog. Probab, 978-3-319-40519-3_19. ⟨10.1007/978-3-319-40519-3_19⟩,
Elisabetta de Maria, Alexandre Muzy, Daniel Gaffé, Annie Ressouche, Franck Grammont
Verification of Temporal Properties of Neuronal Archetypes Using Synchronous Models.
[Research Report] RR-8937, UCA, Inria; UCA, I3S; UCA, LEAT; UCA, LJAD. 2016, pp.21,
2015
Mélisande Albert, Yann Bouret, Magalie Fromont, Patricia Reynaud-Bouret
Bootstrap and permutation tests of independence for point processes.
Annals of Statistics, Institute of Mathematical Statistics, 2015, 43 (6), pp.2537-2564. ⟨10.1214/15-AOS1351⟩,
Julien Chevallier, Maria J. Caceres, Marie Doumic, Patricia Reynaud-Bouret
Microscopic approach of a time elapsed neural model.
Mathematical Models and Methods in Applied Sciences, World Scientific Publishing, 2015, http://www.worldscientific.com/doi/10.1142/S021820251550058X. ⟨10.1142/S021820251550058X⟩,
Niels Richard Hansen, Patricia Reynaud-Bouret, Vincent Rivoirard
Lasso and probabilistic inequalities for multivariate point processes.
Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2015, 21 (1), pp.83-143. ⟨10.3150/13-BEJ562⟩,
Xin Jiang, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett
A data-dependent weighted LASSO under Poisson noise.
2015,
2014
Alexandre Muzy, Bernard P. Zeigler
Specification of dynamic structure discrete event systems using single point encapsulated control functions.
International Journal of Modeling, Simulation, and Scientific Computing, World Scientific Publishing, 2014, 5 (3), ⟨10.1142/S1793962314500123⟩,
Patricia Reynaud-Bouret, Vincent Rivoirard, Franck Grammont, Christine Tuleau-Malot
Goodness-of-Fit Tests and Nonparametric Adaptive Estimation for Spike Train Analysis.
Journal of Mathematical Neuroscience, BioMed Central, 2014, 4, pp.3 - 330325. ⟨10.1109/TIT.1981.1056305⟩,
Patricia Reynaud-Bouret, Vincent Rivoirard, Franck Grammont, Christine Tuleau-Malot
Goodness-of-fit tests and nonparametric adaptive estimation for spike train analysis.
Journal of Mathematical Neuroscience, BioMed Central, 2014, pp.4:3. ⟨10.1186/2190-8567-4-3⟩,
Christine Tuleau-Malot, Amel Rouis, Franck Grammont, Patricia Reynaud-Bouret
Multiple Tests based on a Gaussian Approximation of the Unitary Events method with delayed coincidence count.
Neural Computation, Massachusetts Institute of Technology Press (MIT Press), 2014, pp.1408-1454. ⟨10.1162/NECO_a_00604⟩,
Alexandre Muzy, Bernard P. Zeigler
A CONJECTURE FROM LEARNING SIMULATIONS OF SERIES AND PARALLEL CONNECTIONS OF COMPONENTS.
THE 26TH EUROPEAN MODELING & SIMULATION SYMPOSIUM, Sep 2014, Bordeaux, France. pp.550-557,
Alexandre Muzy, Lauriane Massardier, Patrick Coquillard
Organisms modeling: The question of radial basis function networks.
Workshop Activity-Based Modeling & Simulation (ACTIMS 2014), Centre National de la Recherche Scientifique (CNRS). FRA., Jan 2014, Zürich, Switzerland. pp.03002, ⟨10.1051/itmconf/20140303002⟩,
Alexandre Muzy, Laurent Capocchi, J.F. Santucci
Using Activity Metrics for DEVS Simulation Profiling.
ACTIMS 2014 – Activity-Based Modeling & Simulation 2014 , Jan 2014, Zurich, Switzerland. ⟨10.1051/itmconf/20140301001⟩,
Alexandre Muzy, L Capocchi, J.F. Santucci
Using Activity Metrics for DEVS Simulation Profiling.
ACTIMS 2014, Jan 2014, Zurich, Switzerland. ⟨10.1051/itmconf/20140301001⟩,
Rodrigo Castro, Alexandre Muzy, Laurent Capocchi
ACTIMS 2014 – Activity-Based Modeling & Simulation 2014.
Castro, Rodrigo and Muzy, Alexandre and Capocchi, Laurent. ACTIMS 2014 – Activity-Based Modeling & Simulation 2014, Jan 2014, Zurich, Switzerland. , 2014,
2013
Magalie Fromont, Béatrice Laurent, Patricia Reynaud-Bouret
The two-sample problem for Poisson processes: adaptive tests with a non-asymptotic wild bootstrap approach.
Annals of Statistics, Institute of Mathematical Statistics, 2013, 41 (3), pp.1431-1461. ⟨10.1214/13-AOS1114⟩,
Alexandre Muzy, Franck Varenne, Bernard P. Zeigler, Jonathan Caux, Patrick Coquillard, Luc Touraille, Dominique Prunetti, Philippe Caillou, Olivier Michel, David R.C. Hill
Refounding of Activity Concept ? Towards a Federative Paradigm for Modeling and Simulation.
SIMULATION, SAGE Publications, 2013, 89 (2), pp.156-177. ⟨10.1177/0037549712457852⟩,
Dominique Prunetti, Alexandre Muzy, Xavier Pieri, Eric Innocenti
Utility-based Multi-agent System with Spatial Interactions: The Case of Virtual Estate Development.
Computational Economics, Springer Verlag, 2013, pp.Print ISSN 0927-7099,
Dominique Prunetti, Alexandre Muzy, Eric Innocenti, Xavier Pieri
Utility-based Multi-agent System with Spatial Interactions: The Case of Virtual Estate Development.
Computational Economics, Springer Verlag, 2013, pp.Print ISSN 0927-7099. ⟨10.1007/s.10614-013-9372-0⟩,
Christine Malot, Patricia Reynaud-Bouret, Vincent Rivoirard, Franck Grammont
Tests d'adéquation pour les processus de Poisson et les processus de Hawkes.
45ème Journées de Statistique, May 2013, Toulouse, France. pp,
Patricia Reynaud-Bouret, Vincent Rivoirard, Christine Tuleau-Malot
Inference of functional connectivity in Neurosciences via Hawkes processes.
1st IEEE Global Conference on Signal and Information Processing, Dec 2013, Austin, United States,
2012
Patrick Coquillard, Alexandre Muzy, Francine Diener
Optimal phenotypic plasticity in a stochastic environment minimizes the cost/benefit ratio.
Ecological Modelling, Elsevier, 2012, 242, pp.28-36. ⟨10.1016/j.ecolmodel.2012.05.019⟩,
Marie Doumic-Jauffret, Marc Hoffmann, Patricia Reynaud-Bouret, Vincent Rivoirard
Nonparametric estimation of the division rate of a size-structured population.
SIAM Journal on Numerical Analysis, Society for Industrial and Applied Mathematics, 2012, 50 (2), pp.925--950. ⟨10.1137/110828344⟩,
Magalie Fromont, Béatrice Laurent, Matthieu Lerasle, Patricia Reynaud-Bouret
Kernels based tests with non-asymptotic bootstrap approaches for two-sample problem.
25th Annual Conference on Learning Theory, Jun 2012, Edimbourg, United Kingdom. pp.23.1-23.22,
Alexandre Muzy, Bernard P. Zeigler
Activity-based Credit Assignment (ACA) in Hierarchical Simulation.
IEEE/ACM/SCS: SpringSim Multi-conference, Symposium On Theory of Modeling and Simulation, Mar 2012, Orlando, United States,
Patricia Reynaud-Bouret
Concentration inequalities, counting processes and adaptive statistics.
Journées MAS 2012, Aug 2012, Clermont-Ferrand, France,
Alexandre Muzy, Olivier Michel, David R.C. Hill
ACTIMS 2012 – Activity-Based Modeling & Simulation 2012.
, 2012,
2011
Magalie Fromont, Béatrice Laurent, Patricia Reynaud-Bouret
Adaptive tests of homogeneity for a Poisson process.
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, Institut Henri Poincaré (IHP), 2011, 47 (1), pp.176-213. ⟨10.1214/10-aihp367⟩,
Patricia Reynaud-Bouret, Vincent Rivoirard, Christine Tuleau-Malot
Adaptive density estimation: a curse of support?.
Journal of Statistical Planning and Inference, Elsevier, 2011, 141 (1), pp.115-139. ⟨10.1016/j.jspi.2010.05.017⟩,
Alexandre Muzy, David R.C. Hill
What is new with the activity world view in modeling and simulation?: using activity as a unifying guide for modeling and simulation.
Winter Simulation Conference 2011, 2011, Phoenix, United States. pp.2887--2899, ⟨10.1109/WSC.2011.6147991⟩,
Alexandre Muzy, Dominique Cancellieri, David R.C. Hill
SIMULATION of fire spread: Physics-inspired and chemistry-based mathematical analogues.
Sven Erik Jørgensen. Handbook of Ecological Models used in Ecosystem and Environmental Management, CRC Press, pp.477-497, 2011,
2010
Dominique Prunetti, Alexandre Muzy, Eric Innocenti
UTILITARIAN INDIVIDUAL-BASED SIMULATION OF REAL ESTATE DEVELOPMENT IN A COMPUTATIONAL VIRTUAL LABORATORY.
Journal of ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2010, 4, pp.Pages 159-178,
Patricia Reynaud-Bouret, Sophie Schbath
Adaptive estimation for Hawkes processes; application to genome analysis.
Annals of Statistics, Institute of Mathematical Statistics, 2010, 38 (5), pp.2781-2822. ⟨10.1214/10-AOS806⟩,
Patricia Reynaud-Bouret, Vincent Rivoirard
Near optimal thresholding estimation of a Poisson intensity on the real line.
Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2010, 4, pp.172-238,
Alexandre Muzy, Luc Touraille, Hans Vangheluwe, Mamadou Traoré, David R.C. Hill, Olivier Michel
Activity regions for the specification of discrete event systems.
Proceedings of the 2010 Spring Simulation Multiconference, 2010, Orlando, United States. pp.136,
Alexandre Muzy, Luc Touraille, Hans Vangheluwe, Olivier J.J. Michel, Mamadou Kaba Traoré, David R.C. Hill
Activity Regions for the Specication of Discrete Event Systems.
Symposium On Theory of Modeling and Simulation - DEVS Integrative M&S Symposium (DEVS'10), Apr 2010, United States. pp.176-182,
Guillaume Deffuant, D.R.C. Hill, Alexandre Muzy, - Zeigler B.P.
The empathon: Towards a computational agent mimicking empathy.
Activity-Based Modeling and Simulation, Presses Universitaires Blaise Pascal, pp.37-51, 2010,
Dominique Prunetti, Alexandre Muzy, Eric Innocenti
Les apports d'un Système Multi-Agents d'utilisation de l'espace et d'aménagement du territoire corse à travers une approche interdisciplinaire.
La Corse et le Développement Durable, Editions Albiana, pp. 261-268, 2010,
2009
Eric Innocenti, Xavier Silvani, Alexandre Muzy, David R.C. Hill
A software framework for fine grain parallelization of cellular models with OpenMP: Application to fire spread.
Environmental Modelling and Software, Elsevier, 2009, 24 (7), pp.Pages 819-831. ⟨10.1016/j.envsoft.2008.11.014⟩,
Patrick Coquillard, Alexandre Muzy, Eric Wajnberg
Activatability for simulation tractability of NP problems: Application to Ecology.
Complex Systems: Activity-Based Modeling and Simulation, Cargese Interdisciplinary Seminar, Corsica, France., Apr 2009, France,
2008
Christian Houdré, Philippe Marchal, Patricia Reynaud-Bouret
Concentration for norms of infinitely divisible vectors with independent components.
Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2008, pp.14(4), 926-948,
Alexandre Muzy, J.J. Nutaro, B.P. Zeigler, Patrick Coquillard
Modeling and simulation of fire spreading through the activity tracking paradigm.
Ecological Modelling, Elsevier, 2008, 219 (1-2), pp.212-225. ⟨10.1016/j.ecolmodel.2008.08.017⟩,
Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci, T. Marcelli, P.A. Santoni
Discrete-event modelling of fire spreading.
International Journal of Systems Science, Taylor & Francis, 2008, 39 (2), pp. 193-206. ⟨10.1080/00207720701755344⟩,
Alexandre Muzy, David R.C. Hill, Mathieu Joubert, Eric Innocenti
A post-processed 3D visualization tool for forest fire simulations.
Proceedings of the 1st International Conference on Simulation Tools and Techniques for Communications, 2008, Marseille, France. pp.41, ⟨10.4108/ICST.SIMUTOOLS2008.3028⟩,
Patricia Reynaud-Bouret, Vincent Rivoirard
Adaptive thresholding estimation of a Poisson intensity with infinite support.
2008,
2007
Patricia Reynaud-Bouret, Emmanuel Roy
Some non asymptotic tail estimates for Hawkes processes.
Bulletin of the Belgian Mathematical Society - Simon Stevin, 2007, 13 (5), ⟨10.36045/bbms/1170347811⟩,
2006
Mamadou Kaba Traoré, Alexandre Muzy
Capturing the dual relationship between simulation models and their context.
Simulation Modelling Practice and Theory, Elsevier, 2006, 14 (2), pp.126 - 142. ⟨10.1016/j.simpat.2005.03.002⟩,
Stephane Garredu, Evelyne Vittori, Jean-François Santucci, Alexandre Muzy
Specification languages as front-ends towards the DEVS formalism.
first international Symposium onEnvironment Identities and Mediterranean Area, 2006. ISEIMA '06., 2006, Corte, France. pp. 104-109, ⟨10.1109/ISEIMA.2006.345038⟩,
Dominique Prunetti, Alexandre Muzy, Eric Innocenti
A simulation-based tool for the creation of marine reserves. IEEE International Symposium on Environment Identities and Mediterranean area.
IEEE International Symposium on Environment Identities and Mediterranean area (ISEIM 2006)., Jul 2006, France. pp. 296-301,
Alexandre Muzy, Eric Innocenti, Antoine Aiello, David R.C. Hill, Jean-François Santucci, P.A. Santoni
DYNAMIC STRUCTURE CELLULAR AUTOMATA IN A FIRE SPREADING APPLICATION.
Braz, J.; Araújo, H.; Vieira, A.; Encarnação, B. Informatics in Control, Automation and Robotics I, Springer-Verlag New York (Kluwer Academic Publishers), pp. 247-254, 2006,
2005
Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci, P.A. Santoni, David R.C. Hill
Modelling and simulation of ecological propagation processes: application to fire spread.
Environmental Modelling and Software, Elsevier, 2005, 20 (7), pp. 827-842,
Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci, Gabriel Wainer
Specification of Discrete Event Models for Fire Spreading.
SIMULATION, SAGE Publications, 2005, 81 (2), pp.103-118,
Eric Innocenti, Fabrice Bernardi, Alexandre Muzy, Laurent Capocchi, Jean-François Santucci
Distributed Fire Spreading Simulation using OpenMOSIX.
first Open International Conference on Modeling and Simulation (OICMS05), Apr 2005, Clermont-Ferrand, France. pp.6,
Eric Innocenti, Fabrice Bernardi, Alexandre Muzy, Laurent Capocchi, Jean-François Santucci
Distributed fire spreading simulation using OpenMOSIX.
1st Open International Conference on Modeling and Simulation, 2005, Clermont-Ferrand, France,
2004
Eric Innocenti, Alexandre Muzy, Antoine Aiello, Jean-François Santucci
Parallel simulation of complex propagation phenomena : parallel interfaces and cellular environments.
4ème EIM (Environnement, Identités en Méditerranée) 2004, 2004, Corte, France,
Eric Innocenti, Alexandre Muzy, Antoine Aiello, Jean-François Santucci, David R.C. Hill
Active-DEVS: a computational model for the simulation of forest fire propagation.
2004 IEEE International Conference on Systems, Man & Cybernetics, Oct 2004, La Hague, Netherlands. pp.1857- 1863, ⟨10.1109/ICSMC.2004.1399932⟩,
Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci
Simulation of a quantized model of fire spread : toward a new numerical method.
4ème EIM (Environnement Identités en Méditerranée) 2004, 2004, Corte, France,
Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci, P.A. Santoni, David R.C. Hill
Dynamic Structure Cellular Automata in a Fire Spreading Application.
First International Conference on Informatics in Control, Automation and Robotics, Aug 2004, Setubal, Portugal. pp. 143-151,
2003
Eric Innocenti, Alexandre Muzy, David R.C. Hill, Antoine Aiello, Jean-François Santucci
Design of a Multithreaded Parallel Model for Fire Spread.
15th European Simulation Symposium SCS ESS 03, 2003, Delft, Netherlands,
Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci, Fernando J. Barros
Efficient Simulation of Large Scale Dynamic Structure Cell Spaces.
2003 Summer Computer Simulation Conference, 2003, Montreal, Canada. pp.378-384,
Alexandre Muzy, Eric Innocenti, Jean-François Santucci, David R.C. Hill
Optimization of Cell Spaces Simulation for the Modeling of Fire Spreading.
36th IEEE Annual Simulation Symposium, Apr 2003, Orlando, United States. pp. 289- 296,
2002
Alexandre Muzy, Gabriel Wainer, Eric Innocenti, Antoine Aiello, Jean-François Santucci
Comparing simulation methods for fire spreading across a fuel bed.
AIS 2002 - Artificial Intelligence, Simulation and planning, 2002, Lisbon, Portugal. pp. 219-224,
Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci, Gabriel Wainer
Methods for special applications: Cell-DEVS quantization techniques in a fire spreading application.
34th Winter Simulation Conference, 2002, San Diego, United States. pp. 542 - 549, ⟨10.1145/1030453.1030529⟩,
Patricia Reynaud-Bouret
Estimation adaptative de l'intensité de certains processus ponctuels par sélection de modèle..
Mathématiques [math]. Université Paris Sud, Orsay, 2002. Français,
2001
Alexandre Muzy, T. Marcelli, Antoine Aiello, P.A. Santoni, Jean-François Santucci, J.H. Balbi
An object oriented environment applied to a semi-physical model of fire spread across a fuel bed.
13th European Simulation Symposium - ESS 2001, 2001, Marseille, France. pp. 641-643,
Laurent Dragoni, Rémi Flamary, Karim Lounici, Patricia Reynaud-Bouret
Sliding window strategy for convolutional spike sorting with Lasso Algorithm, theoretical guarantees and complexity.
Acta Applicandae Mathematicae, Springer Verlag, 2022, ⟨10.1007/s10440-022-00494-x⟩,
Journal articles
hal-03410829Cyrille Mascart, Gilles Scarella, Patricia Reynaud-Bouret, Alexandre Muzy
Scalability of large neural network simulations via activity tracking with time asynchrony and procedural connectivity.
Neural computation., MIT Press, 2022, 34 (9), pp.1915-1943. ⟨10.1101/2021.06.12.448096⟩,
Journal articles
hal-03258798Cyrille Mascart, David Hill, Alexandre Muzy, Patricia Reynaud-Bouret
Efficient Simulation of Sparse Graphs of Point Processes.
ACM Transactions on Modeling and Computer Simulation, Association for Computing Machinery, In press, ⟨10.1145/nnnnnnn.nnnnnnn⟩,
Journal articles
hal-02455422Giulia Mezzadri, Thomas Laloë, Fabien Mathy, Patricia Reynaud-Bouret
Hold-out strategy for selecting learning models: application to categorization subjected to presentation orders.
Journal of Mathematical Psychology, Elsevier, 2022, 109 (102691), ⟨10.1016/j.jmp.2022.102691⟩,
Journal articles
hal-03284595Giulia Mezzadri, Patricia Reynaud-Bouret, Thomas Laloë, Fabien Mathy
An order-dependent transfer model in categorization.
Journal of Mathematical Psychology, Elsevier, 2022, 107 (102634), ⟨10.1016/j.jmp.2021.102634⟩,
Journal articles
hal-03225670Giulia Mezzadri, Thomas Laloë, Fabien Mathy, Patricia Reynaud-Bouret
How to fit transfer models to learning data: a segmentation/clustering approach.
2022,
Preprints, Working Papers, ...
hal-03738160Giulia Mezzadri, Patricia Reynaud-Bouret, Thomas Laloë, Fabien Mathy
Investigating interactions between types of order in categorization.
2022,
Preprints, Working Papers, ...
hal-03349792Guilherme Ost, Patricia Reynaud-Bouret
Neural Coding as a Statistical Testing Problem.
2022,
Preprints, Working Papers, ...
hal-03773258Tien Cuong Phi, Patricia Reynaud-Bouret, Eva Löcherbach
Kalikow decomposition for counting processes with stochastic intensity and application to simulation algorithms.
2022,
Preprints, Working Papers, ...
hal-031885362021
Patricia Reynaud-Bouret, Alexandre Muzy, Ingrid Bethus
Towards a mathematical definition of functional connectivity.
Comptes Rendus de l'Académie des Sciences - Series I - Mathematics, Elsevier, In press, 359 (4), pp.481-492,
Journal articles
hal-03093516Giulia Mezzadri, Patricia Reynaud-Bouret, Thomas Laloë, Fabien Mathy
Classification de patterns de catégorisation chez l'humain par deux modèles d'apprentissage.
JDS 2020 : 52-ièmes journées de Statistique de la Société Française de Statistique (SFdS), Jun 2021, Nice (en ligne), France,
Conference papers
hal-03508398Gilles Scarella, Cyrille Mascart, Alexandre Muzy, Tien Cuong Phi, Patricia Reynaud-Bouret
Reconstruction de la connectivité fonctionnelle en Neurosciences: une amélioration des algorithmes actuels.
52èmes Journées de Statistique de la Société Française de Statistique (SFdS), Jun 2021, Nice, France,
Conference papers
hal-03413777Ashwin Moongathottathil James, Giulia Mezzadri, Francesca Sargolini, Patricia Reynaud-Bouret, Ingrid Bethus, Alexandre Muzy
Do rats learn by paths or by turns when exploring a maze? Determining and predicting automatically the actions involved in the learning process.
2021,
Preprints, Working Papers, ...
hal-03093527Ashwin Moongathottathil James, Francesca Sargolini, Ingrid Bethus, Alexandre Muzy
Reinforcement learning dynamics.
2021,
Preprints, Working Papers, ...
hal-03093522Alexandre Muzy, Bernard P Zeigler
Coupling and Lumping Finite-Size Linear System Realizations of Componentized Neural Networks.
2021,
Preprints, Working Papers, ...
hal-024292402020
G Ost, Patricia Reynaud-Bouret
SPARSE SPACE-TIME MODELS: CONCENTRATION INEQUALITIES AND LASSO.
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, Institut Henri Poincaré (IHP), In press,
Journal articles
hal-02972160Tien Cuong Phi, Alexandre Muzy, Patricia Reynaud-Bouret
Event-Scheduling Algorithms with Kalikow Decomposition for Simulating Potentially Infinite Neuronal Networks.
SN Computer Science, Springer, 2020, 1 (1), ⟨10.1007/s42979-019-0039-3⟩,
Journal articles
hal-023214972019
Jean-François Coeurjolly, Patricia Reynaud-Bouret
A concentration inequality for inhomogeneous Neymann-Scott point processes.
Statistics and Probability Letters, Elsevier, 2019, 148,
Journal articles
hal-02456693Pierre Hodara, Patricia Reynaud-Bouret
Exponential inequality for chaos based on sampling without replacement.
Statistics and Probability Letters, Elsevier, 2019, 146, pp.65-69. ⟨10.1016/j.spl.2018.11.003⟩,
Journal articles
hal-02618876P Hodara, Patricia Reynaud-Bouret
EXPONENTIAL INEQUALITY FOR CHAOS BASED ON SAMPLING WITHOUT REPLACEMENT.
Statistics and Probability Letters, Elsevier, 2019, 146,
Journal articles
hal-01861340Xin Jiang Hunt, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett
A Data-Dependent Weighted LASSO Under Poisson Noise.
IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2019, 65 (3), pp.1589-1613. ⟨10.1109/TIT.2018.2869578⟩,
Journal articles
hal-02175582Alexandre Muzy
Exploiting Activity for the Modeling and Simulation of Dynamics and Learning Processes in Hierarchical (Neurocognitive) Systems.
Computing in Science and Engineering, Institute of Electrical and Electronics Engineers, 2019, 21 (1), pp.84-93. ⟨10.1109/MCSE.2018.2889235⟩,
Journal articles
hal-02412629Paula Pousinha, Xavier Mouska, Daniela Bianchi, Mariana Temido-Ferreira, Joana Rajão-Saraiva, Rui Gomes, Sebastian Fernandez, Ana Rita Salgueiro-Pereira, Carine Gandin, Elisabeth Raymond, Jacques Barik, Romain Goutagny, Ingrid Bethus, Luisa Lopes, Michele Migliore, Héléne Marie
The Amyloid Precursor Protein C-Terminal Domain Alters CA1 Neuron Firing, Modifying Hippocampus Oscillations and Impairing Spatial Memory Encoding..
Cell Reports, Elsevier Inc, 2019, 29 (2), pp.317-331.e5. ⟨10.1016/j.celrep.2019.08.103⟩,
Journal articles
hal-02341097Nuria Ruiz-Reig, Malalaniaina Rakotobe, Ingrid Bethus, Gwenaëlle Le Menn, Hannah-Isadora Huditz, Héléne Marie, Thomas Lamonerie, Fabien d'Autréaux
Developmental Requirement of Homeoprotein Otx2 for Specific Habenulo-Interpeduncular Subcircuits.
Journal of Neuroscience, Society for Neuroscience, 2019, 39 (6), pp.1005-1019. ⟨10.1523/JNEUROSCI.1818-18.2018⟩,
Journal articles
hal-02283269Oussama Sabri, Alexandre Muzy
Learning Dynamics of Cognitive Parallel Processing Based on a Collective Evaluation.
IEEE Computer Society, 2019, Proceedings of The 18th IEEE International Conference on Cognitive Informatics & Cognitive Computing,
Journal articles
hal-02277010Ana Rita Salgueiro-Pereira, Fabrice Duprat, Paula Pousinha, Alexandre Loucif, Vincent Douchamps, Cristina Regondi, Marion Ayrault, Martine Eugie, Marion Stunault, Andrew Escayg, Romain Goutagny, Vadym Gnatkovsky, Carolina Frassoni, Hélène Marie, Ingrid Bethus, Massimo Mantegazza
A two-hit story: Seizures and genetic mutation interaction sets phenotype severity in SCN1A epilepsies.
Neurobiology of Disease, Elsevier, 2019, 125, pp.31-44. ⟨10.1016/j.nbd.2019.01.006⟩,
Journal articles
hal-02166065Eman Ahmed, Reda El-Khoribi, Alexandre Muzy, Gilles Bernot, Gamal Darwish
Modeling of Goal-oriented Human Motion Evolution using Hidden Markov Models.
8th International Conference on Pattern Recognition Applications and Methods, Feb 2019, Prague, Czech Republic. pp.605-612, ⟨10.5220/0007391906050612⟩,
Conference papers
hal-02412723Ophélie Guinaudeau, Gilles Bernot, Alexandre Muzy, Daniel Gaffé, Franck Grammont
Formal Neuron Models: Delays Offer a Simplified Dendritic Integration for Free.
Communications in Computer and Information Science book series, 2019,
Book sections
hal-03883589Ophélie Guinaudeau, Gilles Bernot, Alexandre Muzy, Daniel Gaffé, Franck Grammont
Formal Neuron Models: Delays Offer a Simplified Dendritic Integration for Free.
SPRINGER. Communications in Computer and Information Science book series, extended selected paper from Biomedical Engineering Systems and Technologies conference (BIOSTEC 2018), , pp.167-191, 2019, ⟨10.1007/978-3-030-29196-9_10⟩,
Book sections
hal-024127222018
Scherazad Kootar, Marie-Lise Frandemiche, Gihen Dhib, Xavier Mouska, Thomas Lorivel, Gwenola Poupon-Silvestre, Hazel Hunt, François Tronche, Ingrid Bethus, Jacques Barik, Héléne Marie
Identification of an acute functional cross-talk between amyloid-β and glucocorticoid receptors at hippocampal excitatory synapses.
Neurobiology of Disease, Elsevier, 2018, 118, pp.117-128. ⟨10.1016/j.nbd.2018.07.001⟩,
Journal articles
hal-02341138Régis C. Lambert, Christine Tuleau-Malot, Thomas Bessaih, Vincent Rivoirard, Yann Bouret, Nathalie Leresche, Patricia Reynaud-Bouret
Reconstructing the functional connectivity of multiple spike trains using Hawkes models.
Journal of Neuroscience Methods, Elsevier, 2018, 297, pp.9-21,
Journal articles
hal-01740126Alexandre Muzy, Bernard P Zeigler, Franck Grammont
Iterative Specification as a Modeling and Simulation Formalism for I/O General Systems.
IEEE Systems Journal, IEEE, 2018, 12 (3), pp.2982-2993. ⟨10.1109/JSYST.2017.2728861⟩,
Journal articles
hal-02412636Franck Picard, Patricia Reynaud-Bouret, Etienne Roquain
Continuous testing for Poisson process intensities: a new perspective on scanning statistics.
Biometrika, Oxford University Press (OUP), 2018, ⟨10.1093/biomet/asy044⟩,
Journal articles
hal-02350783Ophélie Guinaudeau, Gilles Bernot, Alexandre Muzy, Daniel Gaffé, Franck Grammont
Computer-Aided Formal Proofs about Dendritic Integration within a Neuron.
BIOINFORMATICS 2018 - 9th International Conference on Bioinformatics Models, Methods and Algorithms, Jan 2018, Funchal Madeira, Portugal. pp.12,
Conference papers
hal-01663555Médéric Argentina, Stéphane Barland, Patricia Reynaud-Bouret
Proceedings of the Complex Systems: Academy of Excellence.
2018,
Books
hal-03251397Patricia Reynaud-Bouret, Fanny Bastien
Patricia Bouret - Erreurs et Tests statistiques.
2018,
Videos
medihal-017744202017
Alexandre Muzy, Bernard P. Zeigler
Activity-based Credit Assignment (ACA) Heuristic for Simulation-based Stochastic Search in a Hierarchical Model-base of Systems.
IEEE Systems Journal, IEEE, 2017, 11 (4), pp.1916-1927. ⟨10.1109/JSYST.2014.2342534⟩,
Journal articles
hal-01315156Paula Pousinha, Xavier Mouska, Elisabeth Raymond, Carole Gwizdek, Gihen Dhib, Gwénola Poupon, Laure-Emmanuelle Zaragosi, Camilla Giudici, Ingrid Bethus, Emilie Pacary, Michael Willem, Héléne Marie
Physiological and pathophysiological control of synaptic GluN2B-NMDA receptors by the C-terminal domain of amyloid precursor protein.
eLife, eLife Sciences Publication, 2017, 6, ⟨10.7554/eLife.25659⟩,
Journal articles
hal-02341151Régis C Lambert, Christine Tuleau-Malot, Thomas C Bessaih, Vincent Rivoirard, Yann C Bouret, Nathalie C Leresche, Patricia Reynaud-Bouret
Reconstructing the functional connectivity of multiple spike trains sing Hawkes models.
2017,
Preprints, Working Papers, ...
hal-015859862016
Mélisande Albert, Yann Bouret, Magalie Fromont, Patricia Reynaud-Bouret
Surrogate data methods based on a shuffling of the trials for synchrony detection: the centering issue.
Neural Computation, Massachusetts Institute of Technology Press (MIT Press), 2016, 28 (1), pp.2352-2392. ⟨10.1162/NECO_a_00839⟩,
Journal articles
hal-01154918Magalie Fromont, Matthieu Lerasle, Patricia Reynaud-Bouret
Family wise separation rates for multiple testing.
Annals of Statistics, Institute of Mathematical Statistics, 2016, 44 (6), pp.2533-2563. ⟨10.1214/15-AOS1418⟩,
Journal articles
hal-01107321Bernard P Zeigler, Alexandre Muzy
Emergence at the Fundamental Systems Level: Existence Conditions for Iterative Specifications.
Systems, MDPI, 2016, ⟨10.3390/systems4040034⟩,
Journal articles
hal-01402377Xin Jiang, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett
Genomic transcription regulatory element location analysis via poisson weighted lasso.
Statistical Signal Processing Workshop (SSP), 2016 IEEE, Jun 2016, Palma de Mallorca, Spain. pp.16263580, ⟨10.1109/SSP.2016.7551831⟩,
Conference papers
hal-01585531Alexandre Muzy, Matthieu Lerasle, Franck Grammont, van Toan Dao, David R.C. Hill
Parallel and pseudorandom discrete event system specification vs. networks of spiking neurons: Formalization and preliminary implementation results.
The 2016 International Conference on High Performance Computing & Simulation (HPCS 2016), International Workshop on Parallel Computations for Neural Networks (PCNN 2016), Jul 2016, Innsbruck, Austria,
Conference papers
hal-01316924Alexandre Muzy, Bernard P. Zeigler
Modeling organization of spiking neural nets in DEVS for high performance parallel simulation.
Les journées DEVS francophones : Théorie et Applications / Workshop, Apr 2016, Cargese, France,
Conference papers
hal-01315204Bernard P. Zeigler, Alexandre Muzy
Some Modeling & Simulation Perspectives on Emergence in System-of-Systems.
Spring Simulation Multi-conference (SpringSim'16), Apr 2016, Pasadena, CA, United States,
Conference papers
hal-01315199Elisabetta de Maria, Alexandre Muzy, Daniel Gaffé, Annie Ressouche, Franck Grammont
Verification of Temporal Properties of Neuronal Archetypes Modeled as Synchronous Reactive Systems.
HSB 2016 - 5th International Workshop Hybrid Systems Biology, Oct 2016, Grenoble, France. pp.15, ⟨10.1007/978-3-319-47151-8_7⟩,
Conference papers
hal-01377288Matthieu Lerasle, Nelo Magalhães, Patricia Reynaud-Bouret
Optimal kernel selection for density estimation.
High Dimensional Probability VII : The Cargese Volume, 71, Birkhauser, pp.425-460, 2016, Prog. Probab, 978-3-319-40519-3_19. ⟨10.1007/978-3-319-40519-3_19⟩,
Book sections
hal-01224097Elisabetta de Maria, Alexandre Muzy, Daniel Gaffé, Annie Ressouche, Franck Grammont
Verification of Temporal Properties of Neuronal Archetypes Using Synchronous Models.
[Research Report] RR-8937, UCA, Inria; UCA, I3S; UCA, LEAT; UCA, LJAD. 2016, pp.21,
Reports
hal-013490192015
Mélisande Albert, Yann Bouret, Magalie Fromont, Patricia Reynaud-Bouret
Bootstrap and permutation tests of independence for point processes.
Annals of Statistics, Institute of Mathematical Statistics, 2015, 43 (6), pp.2537-2564. ⟨10.1214/15-AOS1351⟩,
Journal articles
hal-01001984Julien Chevallier, Maria J. Caceres, Marie Doumic, Patricia Reynaud-Bouret
Microscopic approach of a time elapsed neural model.
Mathematical Models and Methods in Applied Sciences, World Scientific Publishing, 2015, http://www.worldscientific.com/doi/10.1142/S021820251550058X. ⟨10.1142/S021820251550058X⟩,
Journal articles
hal-01159215Niels Richard Hansen, Patricia Reynaud-Bouret, Vincent Rivoirard
Lasso and probabilistic inequalities for multivariate point processes.
Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2015, 21 (1), pp.83-143. ⟨10.3150/13-BEJ562⟩,
Journal articles
hal-00722668Xin Jiang, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett
A data-dependent weighted LASSO under Poisson noise.
2015,
Preprints, Working Papers, ...
hal-012268372014
Alexandre Muzy, Bernard P. Zeigler
Specification of dynamic structure discrete event systems using single point encapsulated control functions.
International Journal of Modeling, Simulation, and Scientific Computing, World Scientific Publishing, 2014, 5 (3), ⟨10.1142/S1793962314500123⟩,
Journal articles
hal-01315167Patricia Reynaud-Bouret, Vincent Rivoirard, Franck Grammont, Christine Tuleau-Malot
Goodness-of-Fit Tests and Nonparametric Adaptive Estimation for Spike Train Analysis.
Journal of Mathematical Neuroscience, BioMed Central, 2014, 4, pp.3 - 330325. ⟨10.1109/TIT.1981.1056305⟩,
Journal articles
hal-01100718Patricia Reynaud-Bouret, Vincent Rivoirard, Franck Grammont, Christine Tuleau-Malot
Goodness-of-fit tests and nonparametric adaptive estimation for spike train analysis.
Journal of Mathematical Neuroscience, BioMed Central, 2014, pp.4:3. ⟨10.1186/2190-8567-4-3⟩,
Journal articles
hal-00789127Christine Tuleau-Malot, Amel Rouis, Franck Grammont, Patricia Reynaud-Bouret
Multiple Tests based on a Gaussian Approximation of the Unitary Events method with delayed coincidence count.
Neural Computation, Massachusetts Institute of Technology Press (MIT Press), 2014, pp.1408-1454. ⟨10.1162/NECO_a_00604⟩,
Journal articles
hal-00757323Alexandre Muzy, Bernard P. Zeigler
A CONJECTURE FROM LEARNING SIMULATIONS OF SERIES AND PARALLEL CONNECTIONS OF COMPONENTS.
THE 26TH EUROPEAN MODELING & SIMULATION SYMPOSIUM, Sep 2014, Bordeaux, France. pp.550-557,
Conference papers
hal-01316922Alexandre Muzy, Lauriane Massardier, Patrick Coquillard
Organisms modeling: The question of radial basis function networks.
Workshop Activity-Based Modeling & Simulation (ACTIMS 2014), Centre National de la Recherche Scientifique (CNRS). FRA., Jan 2014, Zürich, Switzerland. pp.03002, ⟨10.1051/itmconf/20140303002⟩,
Conference papers
hal-01315184Alexandre Muzy, Laurent Capocchi, J.F. Santucci
Using Activity Metrics for DEVS Simulation Profiling.
ACTIMS 2014 – Activity-Based Modeling & Simulation 2014 , Jan 2014, Zurich, Switzerland. ⟨10.1051/itmconf/20140301001⟩,
Conference papers
hal-01315176Alexandre Muzy, L Capocchi, J.F. Santucci
Using Activity Metrics for DEVS Simulation Profiling.
ACTIMS 2014, Jan 2014, Zurich, Switzerland. ⟨10.1051/itmconf/20140301001⟩,
Conference papers
hal-01090706Rodrigo Castro, Alexandre Muzy, Laurent Capocchi
ACTIMS 2014 – Activity-Based Modeling & Simulation 2014.
Castro, Rodrigo and Muzy, Alexandre and Capocchi, Laurent. ACTIMS 2014 – Activity-Based Modeling & Simulation 2014, Jan 2014, Zurich, Switzerland. , 2014,
Proceedings
hal-013151342013
Magalie Fromont, Béatrice Laurent, Patricia Reynaud-Bouret
The two-sample problem for Poisson processes: adaptive tests with a non-asymptotic wild bootstrap approach.
Annals of Statistics, Institute of Mathematical Statistics, 2013, 41 (3), pp.1431-1461. ⟨10.1214/13-AOS1114⟩,
Journal articles
hal-00679102Alexandre Muzy, Franck Varenne, Bernard P. Zeigler, Jonathan Caux, Patrick Coquillard, Luc Touraille, Dominique Prunetti, Philippe Caillou, Olivier Michel, David R.C. Hill
Refounding of Activity Concept ? Towards a Federative Paradigm for Modeling and Simulation.
SIMULATION, SAGE Publications, 2013, 89 (2), pp.156-177. ⟨10.1177/0037549712457852⟩,
Journal articles
hal-00738218Dominique Prunetti, Alexandre Muzy, Xavier Pieri, Eric Innocenti
Utility-based Multi-agent System with Spatial Interactions: The Case of Virtual Estate Development.
Computational Economics, Springer Verlag, 2013, pp.Print ISSN 0927-7099,
Journal articles
hal-00913703Dominique Prunetti, Alexandre Muzy, Eric Innocenti, Xavier Pieri
Utility-based Multi-agent System with Spatial Interactions: The Case of Virtual Estate Development.
Computational Economics, Springer Verlag, 2013, pp.Print ISSN 0927-7099. ⟨10.1007/s.10614-013-9372-0⟩,
Journal articles
hal-00803155Christine Malot, Patricia Reynaud-Bouret, Vincent Rivoirard, Franck Grammont
Tests d'adéquation pour les processus de Poisson et les processus de Hawkes.
45ème Journées de Statistique, May 2013, Toulouse, France. pp,
Conference papers
hal-00914718Patricia Reynaud-Bouret, Vincent Rivoirard, Christine Tuleau-Malot
Inference of functional connectivity in Neurosciences via Hawkes processes.
1st IEEE Global Conference on Signal and Information Processing, Dec 2013, Austin, United States,
Conference papers
hal-008668232012
Patrick Coquillard, Alexandre Muzy, Francine Diener
Optimal phenotypic plasticity in a stochastic environment minimizes the cost/benefit ratio.
Ecological Modelling, Elsevier, 2012, 242, pp.28-36. ⟨10.1016/j.ecolmodel.2012.05.019⟩,
Journal articles
hal-00701890Marie Doumic-Jauffret, Marc Hoffmann, Patricia Reynaud-Bouret, Vincent Rivoirard
Nonparametric estimation of the division rate of a size-structured population.
SIAM Journal on Numerical Analysis, Society for Industrial and Applied Mathematics, 2012, 50 (2), pp.925--950. ⟨10.1137/110828344⟩,
Journal articles
hal-00578694Magalie Fromont, Béatrice Laurent, Matthieu Lerasle, Patricia Reynaud-Bouret
Kernels based tests with non-asymptotic bootstrap approaches for two-sample problem.
25th Annual Conference on Learning Theory, Jun 2012, Edimbourg, United Kingdom. pp.23.1-23.22,
Conference papers
hal-00913879Alexandre Muzy, Bernard P. Zeigler
Activity-based Credit Assignment (ACA) in Hierarchical Simulation.
IEEE/ACM/SCS: SpringSim Multi-conference, Symposium On Theory of Modeling and Simulation, Mar 2012, Orlando, United States,
Conference papers
hal-00674306Patricia Reynaud-Bouret
Concentration inequalities, counting processes and adaptive statistics.
Journées MAS 2012, Aug 2012, Clermont-Ferrand, France,
Conference papers
hal-00866826Alexandre Muzy, Olivier Michel, David R.C. Hill
ACTIMS 2012 – Activity-Based Modeling & Simulation 2012.
, 2012,
Books
hal-013151382011
Magalie Fromont, Béatrice Laurent, Patricia Reynaud-Bouret
Adaptive tests of homogeneity for a Poisson process.
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, Institut Henri Poincaré (IHP), 2011, 47 (1), pp.176-213. ⟨10.1214/10-aihp367⟩,
Journal articles
hal-00867074Patricia Reynaud-Bouret, Vincent Rivoirard, Christine Tuleau-Malot
Adaptive density estimation: a curse of support?.
Journal of Statistical Planning and Inference, Elsevier, 2011, 141 (1), pp.115-139. ⟨10.1016/j.jspi.2010.05.017⟩,
Journal articles
hal-00634421Alexandre Muzy, David R.C. Hill
What is new with the activity world view in modeling and simulation?: using activity as a unifying guide for modeling and simulation.
Winter Simulation Conference 2011, 2011, Phoenix, United States. pp.2887--2899, ⟨10.1109/WSC.2011.6147991⟩,
Conference papers
hal-02076238Alexandre Muzy, Dominique Cancellieri, David R.C. Hill
SIMULATION of fire spread: Physics-inspired and chemistry-based mathematical analogues.
Sven Erik Jørgensen. Handbook of Ecological Models used in Ecosystem and Environmental Management, CRC Press, pp.477-497, 2011,
Book sections
hal-006062312010
Dominique Prunetti, Alexandre Muzy, Eric Innocenti
UTILITARIAN INDIVIDUAL-BASED SIMULATION OF REAL ESTATE DEVELOPMENT IN A COMPUTATIONAL VIRTUAL LABORATORY.
Journal of ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2010, 4, pp.Pages 159-178,
Journal articles
hal-00618857Patricia Reynaud-Bouret, Sophie Schbath
Adaptive estimation for Hawkes processes; application to genome analysis.
Annals of Statistics, Institute of Mathematical Statistics, 2010, 38 (5), pp.2781-2822. ⟨10.1214/10-AOS806⟩,
Journal articles
hal-00863958Patricia Reynaud-Bouret, Vincent Rivoirard
Near optimal thresholding estimation of a Poisson intensity on the real line.
Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2010, 4, pp.172-238,
Journal articles
hal-00634406Alexandre Muzy, Luc Touraille, Hans Vangheluwe, Mamadou Traoré, David R.C. Hill, Olivier Michel
Activity regions for the specification of discrete event systems.
Proceedings of the 2010 Spring Simulation Multiconference, 2010, Orlando, United States. pp.136,
Conference papers
hal-02076243Alexandre Muzy, Luc Touraille, Hans Vangheluwe, Olivier J.J. Michel, Mamadou Kaba Traoré, David R.C. Hill
Activity Regions for the Specication of Discrete Event Systems.
Symposium On Theory of Modeling and Simulation - DEVS Integrative M&S Symposium (DEVS'10), Apr 2010, United States. pp.176-182,
Conference papers
hal-00465463Guillaume Deffuant, D.R.C. Hill, Alexandre Muzy, - Zeigler B.P.
The empathon: Towards a computational agent mimicking empathy.
Activity-Based Modeling and Simulation, Presses Universitaires Blaise Pascal, pp.37-51, 2010,
Book sections
hal-02594313Dominique Prunetti, Alexandre Muzy, Eric Innocenti
Les apports d'un Système Multi-Agents d'utilisation de l'espace et d'aménagement du territoire corse à travers une approche interdisciplinaire.
La Corse et le Développement Durable, Editions Albiana, pp. 261-268, 2010,
Book sections
hal-009166642009
Eric Innocenti, Xavier Silvani, Alexandre Muzy, David R.C. Hill
A software framework for fine grain parallelization of cellular models with OpenMP: Application to fire spread.
Environmental Modelling and Software, Elsevier, 2009, 24 (7), pp.Pages 819-831. ⟨10.1016/j.envsoft.2008.11.014⟩,
Journal articles
hal-00618859Patrick Coquillard, Alexandre Muzy, Eric Wajnberg
Activatability for simulation tractability of NP problems: Application to Ecology.
Complex Systems: Activity-Based Modeling and Simulation, Cargese Interdisciplinary Seminar, Corsica, France., Apr 2009, France,
Conference papers
hal-003981812008
Christian Houdré, Philippe Marchal, Patricia Reynaud-Bouret
Concentration for norms of infinitely divisible vectors with independent components.
Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2008, pp.14(4), 926-948,
Journal articles
hal-00540252Alexandre Muzy, J.J. Nutaro, B.P. Zeigler, Patrick Coquillard
Modeling and simulation of fire spreading through the activity tracking paradigm.
Ecological Modelling, Elsevier, 2008, 219 (1-2), pp.212-225. ⟨10.1016/j.ecolmodel.2008.08.017⟩,
Journal articles
hal-02655822Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci, T. Marcelli, P.A. Santoni
Discrete-event modelling of fire spreading.
International Journal of Systems Science, Taylor & Francis, 2008, 39 (2), pp. 193-206. ⟨10.1080/00207720701755344⟩,
Journal articles
hal-00271587Alexandre Muzy, David R.C. Hill, Mathieu Joubert, Eric Innocenti
A post-processed 3D visualization tool for forest fire simulations.
Proceedings of the 1st International Conference on Simulation Tools and Techniques for Communications, 2008, Marseille, France. pp.41, ⟨10.4108/ICST.SIMUTOOLS2008.3028⟩,
Conference papers
hal-02076245Patricia Reynaud-Bouret, Vincent Rivoirard
Adaptive thresholding estimation of a Poisson intensity with infinite support.
2008,
Preprints, Working Papers, ...
hal-002110882007
Patricia Reynaud-Bouret, Emmanuel Roy
Some non asymptotic tail estimates for Hawkes processes.
Bulletin of the Belgian Mathematical Society - Simon Stevin, 2007, 13 (5), ⟨10.36045/bbms/1170347811⟩,
Journal articles
hal-038759012006
Mamadou Kaba Traoré, Alexandre Muzy
Capturing the dual relationship between simulation models and their context.
Simulation Modelling Practice and Theory, Elsevier, 2006, 14 (2), pp.126 - 142. ⟨10.1016/j.simpat.2005.03.002⟩,
Journal articles
hal-01814170Stephane Garredu, Evelyne Vittori, Jean-François Santucci, Alexandre Muzy
Specification languages as front-ends towards the DEVS formalism.
first international Symposium onEnvironment Identities and Mediterranean Area, 2006. ISEIMA '06., 2006, Corte, France. pp. 104-109, ⟨10.1109/ISEIMA.2006.345038⟩,
Conference papers
hal-00178356Dominique Prunetti, Alexandre Muzy, Eric Innocenti
A simulation-based tool for the creation of marine reserves. IEEE International Symposium on Environment Identities and Mediterranean area.
IEEE International Symposium on Environment Identities and Mediterranean area (ISEIM 2006)., Jul 2006, France. pp. 296-301,
Conference papers
hal-00916786Alexandre Muzy, Eric Innocenti, Antoine Aiello, David R.C. Hill, Jean-François Santucci, P.A. Santoni
DYNAMIC STRUCTURE CELLULAR AUTOMATA IN A FIRE SPREADING APPLICATION.
Braz, J.; Araújo, H.; Vieira, A.; Encarnação, B. Informatics in Control, Automation and Robotics I, Springer-Verlag New York (Kluwer Academic Publishers), pp. 247-254, 2006,
Book sections
hal-001791302005
Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci, P.A. Santoni, David R.C. Hill
Modelling and simulation of ecological propagation processes: application to fire spread.
Environmental Modelling and Software, Elsevier, 2005, 20 (7), pp. 827-842,
Journal articles
hal-00177310Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci, Gabriel Wainer
Specification of Discrete Event Models for Fire Spreading.
SIMULATION, SAGE Publications, 2005, 81 (2), pp.103-118,
Journal articles
hal-00177303Eric Innocenti, Fabrice Bernardi, Alexandre Muzy, Laurent Capocchi, Jean-François Santucci
Distributed Fire Spreading Simulation using OpenMOSIX.
first Open International Conference on Modeling and Simulation (OICMS05), Apr 2005, Clermont-Ferrand, France. pp.6,
Conference papers
hal-00588334Eric Innocenti, Fabrice Bernardi, Alexandre Muzy, Laurent Capocchi, Jean-François Santucci
Distributed fire spreading simulation using OpenMOSIX.
1st Open International Conference on Modeling and Simulation, 2005, Clermont-Ferrand, France,
Conference papers
hal-001791652004
Eric Innocenti, Alexandre Muzy, Antoine Aiello, Jean-François Santucci
Parallel simulation of complex propagation phenomena : parallel interfaces and cellular environments.
4ème EIM (Environnement, Identités en Méditerranée) 2004, 2004, Corte, France,
Conference papers
hal-00184240Eric Innocenti, Alexandre Muzy, Antoine Aiello, Jean-François Santucci, David R.C. Hill
Active-DEVS: a computational model for the simulation of forest fire propagation.
2004 IEEE International Conference on Systems, Man & Cybernetics, Oct 2004, La Hague, Netherlands. pp.1857- 1863, ⟨10.1109/ICSMC.2004.1399932⟩,
Conference papers
hal-00177347Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci
Simulation of a quantized model of fire spread : toward a new numerical method.
4ème EIM (Environnement Identités en Méditerranée) 2004, 2004, Corte, France,
Conference papers
hal-00184238Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci, P.A. Santoni, David R.C. Hill
Dynamic Structure Cellular Automata in a Fire Spreading Application.
First International Conference on Informatics in Control, Automation and Robotics, Aug 2004, Setubal, Portugal. pp. 143-151,
Conference papers
hal-001773442003
Eric Innocenti, Alexandre Muzy, David R.C. Hill, Antoine Aiello, Jean-François Santucci
Design of a Multithreaded Parallel Model for Fire Spread.
15th European Simulation Symposium SCS ESS 03, 2003, Delft, Netherlands,
Conference papers
hal-00179173Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci, Fernando J. Barros
Efficient Simulation of Large Scale Dynamic Structure Cell Spaces.
2003 Summer Computer Simulation Conference, 2003, Montreal, Canada. pp.378-384,
Conference papers
hal-00177673Alexandre Muzy, Eric Innocenti, Jean-François Santucci, David R.C. Hill
Optimization of Cell Spaces Simulation for the Modeling of Fire Spreading.
36th IEEE Annual Simulation Symposium, Apr 2003, Orlando, United States. pp. 289- 296,
Conference papers
hal-001773502002
Alexandre Muzy, Gabriel Wainer, Eric Innocenti, Antoine Aiello, Jean-François Santucci
Comparing simulation methods for fire spreading across a fuel bed.
AIS 2002 - Artificial Intelligence, Simulation and planning, 2002, Lisbon, Portugal. pp. 219-224,
Conference papers
hal-00179178Alexandre Muzy, Eric Innocenti, Antoine Aiello, Jean-François Santucci, Gabriel Wainer
Methods for special applications: Cell-DEVS quantization techniques in a fire spreading application.
34th Winter Simulation Conference, 2002, San Diego, United States. pp. 542 - 549, ⟨10.1145/1030453.1030529⟩,
Conference papers
hal-00177997Patricia Reynaud-Bouret
Estimation adaptative de l'intensité de certains processus ponctuels par sélection de modèle..
Mathématiques [math]. Université Paris Sud, Orsay, 2002. Français,
Theses
tel-000814122001
Alexandre Muzy, T. Marcelli, Antoine Aiello, P.A. Santoni, Jean-François Santucci, J.H. Balbi
An object oriented environment applied to a semi-physical model of fire spread across a fuel bed.
13th European Simulation Symposium - ESS 2001, 2001, Marseille, France. pp. 641-643,
Conference papers
hal-00184248