Alexandre Muzy

According to our database, Alexandre Muzy authored at least 44 papers between 2002 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Delay Neural Networks (DeNN) for exploiting temporal information in event-based datasets.

Alban Gattepaille, Alexandre Muzy

CoRR, January, 2025

2024

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

Mariana Bergonzi, Joaquín Fernández, Rodrigo D. Castro, Alexandre Muzy, Ernesto Kofman

J. Simulation, September, 2024

Multi-agent Sequential Learning via Gradient Ascent Credit Assignment.

Oussama Sabri, Luc Lehéricy, Alexandre Muzy

Proceedings of the 2024 8th International Conference on Computer Science and Artificial Intelligence, 2024

Gradient Ascent Activity-Based Credit Assignment with History-Dependent Reward.

Oussama Sabri, Luc Lehéricy, Alexandre Muzy

Proceedings of the Brain Informatics - 17th International Conference, 2024

Provable local learning rule by expert aggregation for a Hawkes network.

Sophie Jaffard, Samuel Vaiter, Alexandre Muzy, Patricia Reynaud-Bouret

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Efficient Simulation of Sparse Graphs of Point Processes.

Cyrille Mascart, David R. C. Hill, Alexandre Muzy, Patricia Reynaud-Bouret

ACM Trans. Model. Comput. Simul., 2023

2022

Scalability of Large Neural Network Simulations via Activity Tracking With Time Asynchrony and Procedural Connectivity.

Cyrille Mascart, Gilles Scarella, Patricia Reynaud-Bouret, Alexandre Muzy

Neural Comput., 2022

2020

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

Tien Cuong Phi, Alexandre Muzy, Patricia Reynaud-Bouret

SN Comput. Sci., 2020

2019

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

Alexandre Muzy

Comput. Sci. Eng., 2019

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

Eman Ahmed, Reda A. El-Khoribi, Alexandre Muzy, Gilles Bernot, Gamal Darwish

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Learning Dynamics of Cognitive Parallel Processing Based on a Collective Evaluation.

Oussama Sabri, Alexandre Muzy

Proceedings of the 18th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2019

2018

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

Alexandre Muzy, Bernard P. Zeigler, Franck Grammont

IEEE Syst. J., 2018

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

Ophélie Guinaudeau, Gilles Bernot, Alexandre Muzy, Daniel Gaffé, Franck Grammont

Proceedings of the Biomedical Engineering Systems and Technologies, 2018

Computer-aided Formal Proofs about Dendritic Integration within a Neuron.

Ophélie Guinaudeau, Gilles Bernot, Alexandre Muzy, Daniel Gaffé, Franck Grammont

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017

Temporal Modeling of Neural Net Input/Output Behaviors: The Case of XOR.

Bernard P. Zeigler, Alexandre Muzy

Syst., 2017

Activity-Based Credit Assignment Heuristic for Simulation-Based Stochastic Search in a Hierarchical Model Base of Systems.

Alexandre Muzy, Bernard P. Zeigler

IEEE Syst. J., 2017

Modeling Frames.

Stefan Klikovits, Joachim Denil, Alexandre Muzy, Rick Salay

Proceedings of MODELS 2017 Satellite Event: Workshops (ModComp, 2017

2016

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

Bernard P. Zeigler, Alexandre Muzy

Syst., 2016

Some modeling & simulation perspectives on emergence in system-of-systems.

Bernard P. Zeigler, Alexandre Muzy

Proceedings of the Modeling and Simulation of Complexity in Intelligent, 2016

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

Proceedings of the International Conference on High Performance Computing & Simulation, 2016

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

Elisabetta De Maria, Alexandre Muzy, Daniel Gaffé, Annie Ressouche, Franck Grammont

Proceedings of the Hybrid Systems Biology - 5th International Workshop, 2016

2014

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

Alexandre Muzy, Bernard P. Zeigler

Int. J. Model. Simul. Sci. Comput., 2014

2013

Refounding of the activity concept? Towards a federative paradigm for modeling and simulation.

Alexandre Muzy, Franck Varenne, Bernard P. Zeigler, Jonathan Caux, Patrick Coquillard, Luc Touraille, Dominique Prunetti, Philippe Caillou, Olivier Michel, David R. C. Hill

Simul., 2013

2012

Activity-based credit assignment (ACA) in hierarchical simulation.

Alexandre Muzy, Bernard P. Zeigler

Proceedings of the 2012 Spring Simulation Multiconference, 2012

2011

The Activity-tracking paradigm in discrete-event modeling and simulation: The case of spatially continuous distributed systems.

Alexandre Muzy, Rajanikanth Jammalamadaka, Bernard P. Zeigler, James J. Nutaro

Simul., 2011

What is new with the activity world view in modeling and simulation?: using activity as a unifying guide for modeling and simulation.

Alexandre Muzy, David R. C. Hill

Proceedings of the Winter Simulation Conference 2011, 2011

2010

Activity regions for the specification of discrete event systems.

Alexandre Muzy, Luc Touraille, Hans Vangheluwe, Olivier Michel, Mamadou Kaba Traoré, David R. C. Hill

Proceedings of the 2010 Spring Simulation Multiconference, 2010

2009

Artificial Intelligence in Modeling and Simulation.

Bernard P. Zeigler, Alexandre Muzy, Levent Yilmaz

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

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

Environ. Model. Softw., 2009

Activatability for simulation tractability of NP problems: Application to Ecology

Patrick Coquillard, Alexandre Muzy, Eric Wajnberg

CoRR, 2009

2008

Discrete-event modelling of fire spreading.

Alexandre Muzy, Eric Innocenti, Antoine Aïello, Jean François Santucci, Thierry Marcelli, Paul-Antoine Santoni

Int. J. Syst. Sci., 2008

A post-processed 3D visualization tool for forest fire simulations.

Alexandre Muzy, David R. C. Hill, Mathieu Joubert, Eric Innocenti

Proceedings of the 1st International Conference on Simulation Tools and Techniques for Communications, 2008

2007

Designing PRIMA: A Precise Visual Language for Modeling with Agents, in a Physical environment.

Alexandre Muzy, Juan de Lara, Esther Guerra

Proceedings of the 2007 International Conference on Modeling, 2007

2006

Proposition d'un cadre conceptuel pour la simulation de modèles cellulaires. Application à la modélisation physique des feux de forêt.

Alexandre Muzy

Tech. Sci. Informatiques, 2006

Capturing the dual relationship between simulation models and their context.

Mamadou K. Traoré, Alexandre Muzy

Simul. Model. Pract. Theory, 2006

2005

Specification of Discrete Event Models for Fire Spreading.

Alexandre Muzy, Eric Innocenti, Antoine Aïello, Jean François Santucci, Gabriel A. Wainer

Simul., 2005

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

Alexandre Muzy, Eric Innocenti, Antoine Aïello, Jean François Santucci, Paul-Antoine Santoni, David R. C. Hill

Environ. Model. Softw., 2005

A hybrid agent-cellular space modeling approach for fire spread and suppression simulation.

Xiaolin Hu, Alexandre Muzy, Lewis Ntaimo

Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Discrete event simulation of large-scale spatial continuous systems.

Alexandre Muzy, Antoine Aïello, Paul-Antoine Santoni, Bernard P. Zeigler, James J. Nutaro, Rajanikanth Jammalamadaka

Proceedings of the IEEE International Conference on Systems, 2005

A VR platform for field-scale phenomena: an application to fire spread experiments.

Alexandre Muzy, Nicolas Fauvet, Patrick Bourdot, Frédéric Bosseur, Christophe Gouinaud

Proceedings of the 3rd International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia 2005, Dunedin, New Zealand, November 29, 2005

2004

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

Eric Innocenti, Alexandre Muzy, Antoine Aïello, Jean François Santucci, David R. C. Hill

Proceedings of the IEEE International Conference on Systems, 2004

Dynamic Structure Cellular Automata in a Fire Spreading Application.

Alexandre Muzy, Eric Innocenti, Antoine Aïello, Jean François Santucci, Paul-Antoine Santoni, David R. C. Hill

Proceedings of the ICINCO 2004, 2004

2003

Optimization of Cell Spaces Simulation for the Modeling of Fire Spreading.

Alexandre Muzy, Eric Innocenti, Jean François Santucci, David R. C. Hill

Proceedings of the Proceedings 36th Annual Simulation Symposium (ANSS-36 2003), Orlando, Florida, USA, March 30, 2003

2002

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

Alexandre Muzy, Eric Innocenti, Antoine Aïello, Jean François Santucci, Gabriel A. Wainer

Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002