Alexandre Muzy

Documents

Publications

	Reconstruction de la connectivité fonctionnelle en Neurosciences: une amélioration des algorithmes actuels Gilles Scarella , Cyrille Mascart , Alexandre Muzy , Tien Cuong Phi , Patricia Reynaud-Bouret 52èmes Journées de Statistique de la Société Française de Statistique (SFdS), Jun 2021, Nice, France Communication dans un congrès hal-03413777v1
	Modeling of Goal-oriented Human Motion Evolution using Hidden Markov Models Eman Ahmed , Reda El-Khoribi , Alexandre Muzy , Gilles Bernot , Gamal Darwish 8th International Conference on Pattern Recognition Applications and Methods, Feb 2019, Prague, Czech Republic. pp.605-612, ⟨10.5220/0007391906050612⟩ Communication dans un congrès hal-02412723v1
	Computer-Aided Formal Proofs about Dendritic Integration within a Neuron Ophélie Guinaudeau , Gilles Bernot , Alexandre Muzy , Daniel Gaffé , Franck Grammont BIOINFORMATICS 2018 - 9th International Conference on Bioinformatics Models, Methods and Algorithms, Jan 2018, Funchal Madeira, Portugal. pp.12 Communication dans un congrès hal-01663555v1
	Parallel and pseudorandom discrete event system specification vs. networks of spiking neurons: Formalization and preliminary implementation results Alexandre Muzy , Matthieu Lerasle , Franck Grammont , van Toan Dao , David R.C. Hill 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 Communication dans un congrès hal-01316924v1
	Verification of Temporal Properties of Neuronal Archetypes Modeled as Synchronous Reactive Systems Elisabetta de Maria , Alexandre Muzy , Daniel Gaffé , Annie Ressouche , Franck Grammont HSB 2016 - 5th International Workshop Hybrid Systems Biology, Oct 2016, Grenoble, France. pp.15, ⟨10.1007/978-3-319-47151-8_7⟩ Communication dans un congrès hal-01377288v1
	Modeling organization of spiking neural nets in DEVS for high performance parallel simulation Alexandre Muzy , Bernard P. Zeigler Les journées DEVS francophones : Théorie et Applications / Workshop, Apr 2016, Cargese, France Communication dans un congrès hal-01315204v1
	Some Modeling & Simulation Perspectives on Emergence in System-of-Systems Bernard P. Zeigler , Alexandre Muzy Spring Simulation Multi-conference (SpringSim'16), Apr 2016, Pasadena, CA, United States Communication dans un congrès hal-01315199v1
	Organisms modeling: The question of radial basis function networks Alexandre Muzy , Lauriane Massardier , Patrick Coquillard 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⟩ Communication dans un congrès hal-01315184v1
	A CONJECTURE FROM LEARNING SIMULATIONS OF SERIES AND PARALLEL CONNECTIONS OF COMPONENTS Alexandre Muzy , Bernard P. Zeigler THE 26TH EUROPEAN MODELING & SIMULATION SYMPOSIUM, Sep 2014, Bordeaux, France. pp.550-557 Communication dans un congrès hal-01316922v1
	Using Activity Metrics for DEVS Simulation Profiling Alexandre Muzy , L Capocchi , J.F. Santucci ACTIMS 2014, Jan 2014, Zurich, Switzerland. ⟨10.1051/itmconf/20140301001⟩ Communication dans un congrès hal-01090706v1
	Using Activity Metrics for DEVS Simulation Profiling Alexandre Muzy , Laurent Capocchi , J.F. Santucci ACTIMS 2014 – Activity-Based Modeling & Simulation 2014 , Jan 2014, Zurich, Switzerland. ⟨10.1051/itmconf/20140301001⟩ Communication dans un congrès hal-01315176v1
	Activity-based Credit Assignment (ACA) in Hierarchical Simulation Alexandre Muzy , Bernard P. Zeigler IEEE/ACM/SCS: SpringSim Multi-conference, Symposium On Theory of Modeling and Simulation, Mar 2012, Orlando, United States Communication dans un congrès hal-00674306v1
	Activity Regions for the Specication of Discrete Event Systems Alexandre Muzy , Luc Touraille , Hans Vangheluwe , Olivier J.J. Michel , Mamadou Kaba Traoré Symposium On Theory of Modeling and Simulation - DEVS Integrative M&S Symposium (DEVS'10), Apr 2010, United States. pp.176-182 Communication dans un congrès hal-00465463v1
	Activatability for simulation tractability of NP problems: Application to Ecology Patrick Coquillard , Alexandre Muzy , Eric Wajnberg Complex Systems: Activity-Based Modeling and Simulation, Cargese Interdisciplinary Seminar, Corsica, France., Apr 2009, France Communication dans un congrès hal-00398181v1
	A simulation-based tool for the creation of marine reserves. IEEE International Symposium on Environment Identities and Mediterranean area Dominique Prunetti , Alexandre Muzy , Eric Innocenti IEEE International Symposium on Environment Identities and Mediterranean area (ISEIM 2006)., Jul 2006, France. pp. 296-301 Communication dans un congrès hal-00916786v1
	Specification languages as front-ends towards the DEVS formalism Stephane Garredu , Evelyne Vittori , Jean-François Santucci , Alexandre Muzy first international Symposium onEnvironment Identities and Mediterranean Area, 2006. ISEIMA '06., 2006, Corte, France. pp. 104-109, ⟨10.1109/ISEIMA.2006.345038⟩ Communication dans un congrès hal-00178356v1
	Distributed fire spreading simulation using OpenMOSIX Eric Innocenti , Fabrice Bernardi , Alexandre Muzy , Laurent Capocchi , Jean-François Santucci 1st Open International Conference on Modeling and Simulation, 2005, Clermont-Ferrand, France Communication dans un congrès hal-00179165v1
	Distributed Fire Spreading Simulation using OpenMOSIX Eric Innocenti , Fabrice Bernardi , Alexandre Muzy , Laurent Capocchi , Jean-François Santucci first Open International Conference on Modeling and Simulation (OICMS05), Apr 2005, Clermont-Ferrand, France. pp.6 Communication dans un congrès hal-00588334v1
	Simulation of a quantized model of fire spread : toward a new numerical method Alexandre Muzy , Eric Innocenti , Antoine Aiello , Jean-François Santucci 4ème EIM (Environnement Identités en Méditerranée) 2004, 2004, Corte, France Communication dans un congrès hal-00184238v1
	Active-DEVS: a computational model for the simulation of forest fire propagation Eric Innocenti , Alexandre Muzy , Antoine Aiello , Jean-François Santucci , David R.C. Hill 2004 IEEE International Conference on Systems, Man & Cybernetics, Oct 2004, La Hague, Netherlands. pp.1857- 1863, ⟨10.1109/ICSMC.2004.1399932⟩ Communication dans un congrès hal-00177347v1
	Dynamic Structure Cellular Automata in a Fire Spreading Application Alexandre Muzy , Eric Innocenti , Antoine Aiello , Jean-François Santucci , P.A. Santoni First International Conference on Informatics in Control, Automation and Robotics, Aug 2004, Setubal, Portugal. pp. 143-151 Communication dans un congrès hal-00177344v1
	Parallel simulation of complex propagation phenomena : parallel interfaces and cellular environments Eric Innocenti , Alexandre Muzy , Antoine Aiello , Jean-François Santucci 4ème EIM (Environnement, Identités en Méditerranée) 2004, 2004, Corte, France Communication dans un congrès hal-00184240v1
	Design of a Multithreaded Parallel Model for Fire Spread Eric Innocenti , Alexandre Muzy , David R.C. Hill , Antoine Aiello , Jean-François Santucci 15th European Simulation Symposium SCS ESS 03, 2003, Delft, Netherlands Communication dans un congrès hal-00179173v1
	Efficient Simulation of Large Scale Dynamic Structure Cell Spaces Alexandre Muzy , Eric Innocenti , Antoine Aiello , Jean-François Santucci , Fernando J. Barros 2003 Summer Computer Simulation Conference, 2003, Montreal, Canada. pp.378-384 Communication dans un congrès hal-00177673v1
	Optimization of Cell Spaces Simulation for the Modeling of Fire Spreading Alexandre Muzy , Eric Innocenti , Jean-François Santucci , David R.C. Hill 36th IEEE Annual Simulation Symposium, Apr 2003, Orlando, United States. pp. 289- 296 Communication dans un congrès hal-00177350v1
	Comparing simulation methods for fire spreading across a fuel bed Alexandre Muzy , Gabriel Wainer , Eric Innocenti , Antoine Aiello , Jean-François Santucci AIS 2002 - Artificial Intelligence, Simulation and planning, 2002, Lisbon, Portugal. pp. 219-224 Communication dans un congrès hal-00179178v1
	Methods for special applications: Cell-DEVS quantization techniques in a fire spreading application Alexandre Muzy , Eric Innocenti , Antoine Aiello , Jean-François Santucci , Gabriel Wainer 34th Winter Simulation Conference, 2002, San Diego, United States. pp. 542 - 549, ⟨10.1145/1030453.1030529⟩ Communication dans un congrès hal-00177997v1
	An object oriented environment applied to a semi-physical model of fire spread across a fuel bed Alexandre Muzy , T. Marcelli , Antoine Aiello , P.A. Santoni , Jean-François Santucci 13th European Simulation Symposium - ESS 2001, 2001, Marseille, France. pp. 641-643 Communication dans un congrès hal-00184248v1

	Efficient Simulation of Sparse Graphs of Point Processes Cyrille Mascart , David Hill , Alexandre Muzy , Patricia Reynaud-Bouret ACM Transactions on Modeling and Computer Simulation, 2023, 33 (1), pp.1-27. ⟨10.1145/3565809⟩ Article dans une revue hal-02455422v2
	Quantization-based simulation of spiking neurons: theoretical properties and performance analysis Mariana Bergonzi , Joaquín Fernández , Rodrigo Castro , Alexandre Muzy , Ernesto Kofman Journal of Simulation, inPress, pp.1-24. ⟨10.1080/17477778.2023.2284143⟩ Article dans une revue hal-04301560v1
	Multi-agent learning via gradient ascent activity-based credit assignment Oussama Sabri , Luc Lehéricy , Alexandre Muzy Scientific Reports, 2023, 13 (1), pp.15256. ⟨10.1038/s41598-023-42448-9⟩ Article dans une revue hal-04297262v1
	Towards a mathematical definition of functional connectivity Patricia Reynaud-Bouret , Alexandre Muzy , Ingrid Bethus Comptes Rendus de l'Académie des Sciences - Series I - Mathematics, inPress, 359 (4), pp.481-492 Article dans une revue hal-03093516v1
	Event-Scheduling Algorithms with Kalikow Decomposition for Simulating Potentially Infinite Neuronal Networks Tien Cuong Phi , Alexandre Muzy , Patricia Reynaud-Bouret SN Computer Science, 2020, 1 (1), ⟨10.1007/s42979-019-0039-3⟩ Article dans une revue hal-02321497v1
	Exploiting Activity for the Modeling and Simulation of Dynamics and Learning Processes in Hierarchical (Neurocognitive) Systems Alexandre Muzy Computing in Science and Engineering, 2019, 21 (1), pp.84-93. ⟨10.1109/MCSE.2018.2889235⟩ Article dans une revue hal-02412629v1
	Learning Dynamics of Cognitive Parallel Processing Based on a Collective Evaluation Oussama Sabri , Alexandre Muzy IEEE Computer Society, 2019, Proceedings of The 18th IEEE International Conference on Cognitive Informatics & Cognitive Computing Article dans une revue hal-02277010v1
	Iterative Specification as a Modeling and Simulation Formalism for I/O General Systems Alexandre Muzy , Bernard P Zeigler , Franck Grammont IEEE Systems Journal, 2018, 12 (3), pp.2982-2993. ⟨10.1109/JSYST.2017.2728861⟩ Article dans une revue hal-02412636v1
	Activity-based Credit Assignment (ACA) Heuristic for Simulation-based Stochastic Search in a Hierarchical Model-base of Systems Alexandre Muzy , Bernard P. Zeigler IEEE Systems Journal, 2017, 11 (4), pp.1916-1927. ⟨10.1109/JSYST.2014.2342534⟩ Article dans une revue hal-01315156v1
	Emergence at the Fundamental Systems Level: Existence Conditions for Iterative Specifications Bernard P Zeigler , Alexandre Muzy Systems, 2016, ⟨10.3390/systems4040034⟩ Article dans une revue hal-01402377v1
	Specification of dynamic structure discrete event systems using single point encapsulated control functions Alexandre Muzy , Bernard P. Zeigler International Journal of Modeling, Simulation, and Scientific Computing, 2014, 5 (3), ⟨10.1142/S1793962314500123⟩ Article dans une revue hal-01315167v1
	Refounding of Activity Concept ? Towards a Federative Paradigm for Modeling and Simulation Alexandre Muzy , Franck Varenne , Bernard P. Zeigler , Jonathan Caux , Patrick Coquillard SIMULATION: Transactions of The Society for Modeling and Simulation International, 2013, 89 (2), pp.156-177. ⟨10.1177/0037549712457852⟩ Article dans une revue hal-00738218v1
	Utility-based Multi-agent System with Spatial Interactions: The Case of Virtual Estate Development Dominique Prunetti , Alexandre Muzy , Eric Innocenti , Xavier Pieri Computational Economics, 2013, pp.Print ISSN 0927-7099. ⟨10.1007/s.10614-013-9372-0⟩ Article dans une revue hal-00803155v1
	Utility-based Multi-agent System with Spatial Interactions: The Case of Virtual Estate Development Dominique Prunetti , Alexandre Muzy , Xavier Pieri , Eric Innocenti Computational Economics, 2013, pp.Print ISSN 0927-7099 Article dans une revue hal-00913703v1
	Optimal phenotypic plasticity in a stochastic environment minimizes the cost/benefit ratio Patrick Coquillard , Alexandre Muzy , Francine Diener Ecological Modelling, 2012, 242, pp.28-36. ⟨10.1016/j.ecolmodel.2012.05.019⟩ Article dans une revue hal-00701890v1
	UTILITARIAN INDIVIDUAL-BASED SIMULATION OF REAL ESTATE DEVELOPMENT IN A COMPUTATIONAL VIRTUAL LABORATORY Dominique Prunetti , Alexandre Muzy , Eric Innocenti Journal of ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2010, 4, pp.Pages 159-178 Article dans une revue hal-00618857v1
	A software framework for fine grain parallelization of cellular models with OpenMP: Application to fire spread Eric Innocenti , Xavier Silvani , Alexandre Muzy , David R.C. Hill Environmental Modelling and Software, 2009, 24 (7), pp.Pages 819-831. ⟨10.1016/j.envsoft.2008.11.014⟩ Article dans une revue hal-00618859v1
	Discrete-event modelling of fire spreading Alexandre Muzy , Eric Innocenti , Antoine Aiello , Jean-François Santucci , T. Marcelli International Journal of Systems Science, 2008, 39 (2), pp. 193-206. ⟨10.1080/00207720701755344⟩ Article dans une revue hal-00271587v1
	Capturing the dual relationship between simulation models and their context Mamadou Kaba Traoré , Alexandre Muzy Simulation Modelling Practice and Theory, 2006, 14 (2), pp.126 - 142. ⟨10.1016/j.simpat.2005.03.002⟩ Article dans une revue hal-01814170v1
	Specification of Discrete Event Models for Fire Spreading Alexandre Muzy , Eric Innocenti , Antoine Aiello , Jean-François Santucci , Gabriel Wainer SIMULATION: Transactions of The Society for Modeling and Simulation International, 2005, 81 (2), pp.103-118 Article dans une revue hal-00177303v1
	Modelling and simulation of ecological propagation processes: application to fire spread Alexandre Muzy , Eric Innocenti , Antoine Aiello , Jean-François Santucci , P.A. Santoni Environmental Modelling and Software, 2005, 20 (7), pp. 827-842 Article dans une revue hal-00177310v1

	Formal Neuron Models: Delays Offer a Simplified Dendritic Integration for Free Ophélie Guinaudeau , Gilles Bernot , Alexandre Muzy , Daniel Gaffé , Franck Grammont 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⟩ Chapitre d'ouvrage hal-02412722v1
	SIMULATION of fire spread: Physics-inspired and chemistry-based mathematical analogues Alexandre Muzy , Dominique Cancellieri , David R.C. Hill Sven Erik Jørgensen. Handbook of Ecological Models used in Ecosystem and Environmental Management, CRC Press, pp.477-497, 2011 Chapitre d'ouvrage hal-00606231v1
	The empathon: Towards a computational agent mimicking empathy Guillaume Deffuant , D.R.C. Hill , Alexandre Muzy , - Zeigler B.P. Activity-Based Modeling and Simulation, Presses Universitaires Blaise Pascal, pp.37-51, 2010 Chapitre d'ouvrage hal-02594313v1
	Les apports d'un Système Multi-Agents d'utilisation de l'espace et d'aménagement du territoire corse à travers une approche interdisciplinaire Dominique Prunetti , Alexandre Muzy , Eric Innocenti La Corse et le Développement Durable, Editions Albiana, pp. 261-268, 2010 Chapitre d'ouvrage hal-00916664v1
	DYNAMIC STRUCTURE CELLULAR AUTOMATA IN A FIRE SPREADING APPLICATION Alexandre Muzy , Eric Innocenti , Antoine Aiello , David R.C. Hill , Jean-François Santucci 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 Chapitre d'ouvrage hal-00179130v1

	Coupling and Lumping Finite-Size Linear System Realizations of Componentized Neural Networks Alexandre Muzy , Bernard P Zeigler 2021 Pré-publication, Document de travail hal-02429240v5
	Do rats learn by paths or by turns when exploring a maze? Determining and predicting automatically the actions involved in the learning process Ashwin Moongathottathil James , Giulia Mezzadri , Francesca Sargolini , Patricia Reynaud-Bouret , Ingrid Bethus 2021 Pré-publication, Document de travail hal-03093527v1
	Reinforcement learning dynamics Ashwin Moongathottathil James , Francesca Sargolini , Ingrid Bethus , Alexandre Muzy 2021 Pré-publication, Document de travail hal-03093522v1

	ACTIMS 2014 – Activity-Based Modeling & Simulation 2014 Rodrigo Castro , Alexandre Muzy , Laurent Capocchi Castro, Rodrigo and Muzy, Alexandre and Capocchi, Laurent. ACTIMS 2014 – Activity-Based Modeling & Simulation 2014, Jan 2014, Zurich, Switzerland. , 2014 Proceedings/Recueil des communications hal-01315134v1

	ACTIMS 2012 – Activity-Based Modeling & Simulation 2012 Alexandre Muzy , Olivier Michel , David R.C. Hill , 2012 Ouvrages hal-01315138v1

	Verification of Temporal Properties of Neuronal Archetypes Using Synchronous Models Elisabetta de Maria , Alexandre Muzy , Daniel Gaffé , Annie Ressouche , Franck Grammont [Research Report] RR-8937, UCA, Inria; UCA, I3S; UCA, LEAT; UCA, LJAD. 2016, pp.21 Rapport hal-01349019v1

Alexandre Muzy

Publications

Reconstruction de la connectivité fonctionnelle en Neurosciences: une amélioration des algorithmes actuels

Modeling of Goal-oriented Human Motion Evolution using Hidden Markov Models

Computer-Aided Formal Proofs about Dendritic Integration within a Neuron

Parallel and pseudorandom discrete event system specification vs. networks of spiking neurons: Formalization and preliminary implementation results

Verification of Temporal Properties of Neuronal Archetypes Modeled as Synchronous Reactive Systems

Modeling organization of spiking neural nets in DEVS for high performance parallel simulation

Some Modeling & Simulation Perspectives on Emergence in System-of-Systems

Organisms modeling: The question of radial basis function networks

A CONJECTURE FROM LEARNING SIMULATIONS OF SERIES AND PARALLEL CONNECTIONS OF COMPONENTS

Using Activity Metrics for DEVS Simulation Profiling

Using Activity Metrics for DEVS Simulation Profiling

Activity-based Credit Assignment (ACA) in Hierarchical Simulation

Activity Regions for the Specication of Discrete Event Systems

Activatability for simulation tractability of NP problems: Application to Ecology

A simulation-based tool for the creation of marine reserves. IEEE International Symposium on Environment Identities and Mediterranean area

Specification languages as front-ends towards the DEVS formalism

Distributed fire spreading simulation using OpenMOSIX

Distributed Fire Spreading Simulation using OpenMOSIX

Simulation of a quantized model of fire spread : toward a new numerical method

Active-DEVS: a computational model for the simulation of forest fire propagation

Dynamic Structure Cellular Automata in a Fire Spreading Application

Parallel simulation of complex propagation phenomena : parallel interfaces and cellular environments

Design of a Multithreaded Parallel Model for Fire Spread

Efficient Simulation of Large Scale Dynamic Structure Cell Spaces

Optimization of Cell Spaces Simulation for the Modeling of Fire Spreading

Comparing simulation methods for fire spreading across a fuel bed

Methods for special applications: Cell-DEVS quantization techniques in a fire spreading application

An object oriented environment applied to a semi-physical model of fire spread across a fuel bed

Efficient Simulation of Sparse Graphs of Point Processes

Quantization-based simulation of spiking neurons: theoretical properties and performance analysis

Multi-agent learning via gradient ascent activity-based credit assignment

Towards a mathematical definition of functional connectivity

Event-Scheduling Algorithms with Kalikow Decomposition for Simulating Potentially Infinite Neuronal Networks

Exploiting Activity for the Modeling and Simulation of Dynamics and Learning Processes in Hierarchical (Neurocognitive) Systems

Learning Dynamics of Cognitive Parallel Processing Based on a Collective Evaluation

Iterative Specification as a Modeling and Simulation Formalism for I/O General Systems

Activity-based Credit Assignment (ACA) Heuristic for Simulation-based Stochastic Search in a Hierarchical Model-base of Systems

Emergence at the Fundamental Systems Level: Existence Conditions for Iterative Specifications

Specification of dynamic structure discrete event systems using single point encapsulated control functions

Refounding of Activity Concept ? Towards a Federative Paradigm for Modeling and Simulation

Utility-based Multi-agent System with Spatial Interactions: The Case of Virtual Estate Development

Utility-based Multi-agent System with Spatial Interactions: The Case of Virtual Estate Development

Optimal phenotypic plasticity in a stochastic environment minimizes the cost/benefit ratio

UTILITARIAN INDIVIDUAL-BASED SIMULATION OF REAL ESTATE DEVELOPMENT IN A COMPUTATIONAL VIRTUAL LABORATORY

A software framework for fine grain parallelization of cellular models with OpenMP: Application to fire spread

Discrete-event modelling of fire spreading

Capturing the dual relationship between simulation models and their context

Specification of Discrete Event Models for Fire Spreading

Modelling and simulation of ecological propagation processes: application to fire spread

Formal Neuron Models: Delays Offer a Simplified Dendritic Integration for Free

SIMULATION of fire spread: Physics-inspired and chemistry-based mathematical analogues

The empathon: Towards a computational agent mimicking empathy

Les apports d'un Système Multi-Agents d'utilisation de l'espace et d'aménagement du territoire corse à travers une approche interdisciplinaire

DYNAMIC STRUCTURE CELLULAR AUTOMATA IN A FIRE SPREADING APPLICATION

Coupling and Lumping Finite-Size Linear System Realizations of Componentized Neural Networks

Do rats learn by paths or by turns when exploring a maze? Determining and predicting automatically the actions involved in the learning process

Reinforcement learning dynamics

ACTIMS 2014 – Activity-Based Modeling & Simulation 2014

ACTIMS 2012 – Activity-Based Modeling & Simulation 2012

Verification of Temporal Properties of Neuronal Archetypes Using Synchronous Models