Mathias Quoy

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 18

Top Topics

Autonomous Learning

Action Recognition

Predictive Coding

Top Venues

Neural Networks

Publications

Juliette Courson, Thanos Manos, Mathias Quoy
Networks' modulation: How different structural network properties affect the global synchronization of coupled Kuramoto oscillators. CoRR (2023)
Alexandre Pitti, Mathias Quoy, Catherine Lavandier, Sofiane Boucenna, Wassim Swaileh, Claudio Weidmann
In Search of a Neural Model for Serial Order: A Brain Theory for Memory Development and Higher Level Cognition. IEEE Trans. Cogn. Dev. Syst. 14 (2) (2022)
Louis Annabi, Alexandre Pitti, Mathias Quoy
Continual Sequence Modeling With Predictive Coding. Frontiers Neurorobotics 16 (2022)
Louis Annabi, Alexandre Pitti, Mathias Quoy
On the Relationship Between Variational Inference and Auto-Associative Memory. CoRR (2022)
Louis Annabi, Alexandre Pitti, Mathias Quoy
On the relationship between variational inference and auto-associative memory. NeurIPS (2022)
Louis Annabi, Alexandre Pitti, Mathias Quoy
Bidirectional interaction between visual and motor generative models using Predictive Coding and Active Inference. Neural Networks 143 (2021)
Louis Annabi, Alexandre Pitti, Mathias Quoy
A Predictive Coding Account for Chaotic Itinerancy. ICANN (1) (2021)
Louis Annabi, Alexandre Pitti, Mathias Quoy
A Predictive Coding Account for Chaotic Itinerancy. CoRR (2021)
Alexandre Pitti, Mathias Quoy, Sofiane Boucenna, Catherine Lavandier
Brain-inspired model for early vocal learning and correspondence matching using free-energy optimization. PLoS Comput. Biol. 17 (2) (2021)
Louis Annabi, Alexandre Pitti, Mathias Quoy
Bidirectional Interaction between Visual and Motor Generative Models using Predictive Coding and Active Inference. CoRR (2021)
Louis Annabi, Alexandre Pitti, Mathias Quoy
Autonomous learning and chaining of motor primitives using the Free Energy Principle. IJCNN (2020)
Alexandre Pitti, Mathias Quoy, Catherine Lavandier, Sofiane Boucenna
Gated spiking neural network using Iterative Free-Energy Optimization and rank-order coding for structure learning in memory sequences (INFERNO GATE). Neural Networks 121 (2020)
Alexandre Pitti, Mathias Quoy, Catherine Lavandier, Sofiane Boucenna
Digital Neural Networks in the Brain: From Mechanisms for Extracting Structure in the World To Self-Structuring the Brain Itself. CoRR (2020)
Louis Annabi, Alexandre Pitti, Mathias Quoy
Autonomous learning and chaining of motor primitives using the Free Energy Principle. CoRR (2020)
Hai-Hong Phan, Ngoc-Son Vu, Vu-Lam Nguyen, Mathias Quoy
Action recognition based on motion of oriented magnitude patterns and feature selection. IET Comput. Vis. 12 (5) (2018)
Alex Pitti, Philippe Gaussier, Mathias Quoy
INFERNO: A Novel Architecture for Generating Long Neuronal Sequences with Spikes. ISNN (1) (2017)
Jean-Paul Banquet, Souheil Hanoune, Philippe Gaussier, Mathias Quoy
From Cognitive to Habit Behavior During Navigation, Through Cortical-Basal Ganglia Loops. ICANN (1) (2016)
Hai-Hong Phan, Ngoc-Son Vu, Vu-Lam Nguyen, Mathias Quoy
Motion of Oriented Magnitudes Patterns for Human Action Recognition. ISVC (2) (2016)
Sylvain Mahé, Raphael Braud, Philippe Gaussier, Mathias Quoy, Alexandre Pitti
Exploiting the gain-modulation mechanism in parieto-motor neurons: Application to visuomotor transformations and embodied simulation. Neural Networks 62 (2015)
Pierre Delarboulas, Philippe Gaussier, Ramesh Caussy, Mathias Quoy
Robustness Study of a Multimodal Compass Inspired from HD-Cells and Dynamic Neural Fields. SAB (2014)
Souheil Hanoune, Philippe Gaussier, Mathias Quoy
Cortical chunks learning for action selection in a complex task. ICDL-EPIROB (2014)
Alexandre Pitti, Yasuo Kuniyoshi, Mathias Quoy, Philippe Gaussier
Explaining neonate facial imitation from the sensory alignment in the superior colliculus. ICDL-EPIROB (2013)
Antoine de Rengervé, Souheil Hanoune, Pierre Andry, Mathias Quoy, Philippe Gaussier
Building specific contexts for on-line learning of dynamical tasks through non-verbal interaction. ICDL-EPIROB (2013)
Julien Hirel, Philippe Gaussier, Mathias Quoy, Jean-Paul Banquet, Etienne Save, Bruno Poucet
The hippocampo-cortical loop: Spatio-temporal learning and goal-oriented planning in navigation. Neural Networks 43 (2013)
Souheil Hanoune, Mathias Quoy, Philippe Gaussier
An architecture for online chunk learning and planning in complex navigation and manipulation tasks. ICDL-EPIROB (2012)
Julien Hirel, Philippe Gaussier, Mathias Quoy
Biologically inspired neural networks for spatio-temporal planning in robotic navigation tasks. ROBIO (2011)
Antoine de Rengervé, Julien Hirel, Pierre Andry, Mathias Quoy, Philippe Gaussier
On-line learning and planning in a pick-and-place task demonstrated through body manipulation. ICDL-EPIROB (2011)
Philippe Laroque, Nathalie Gaussier, Nicolas Cuperlier, Mathias Quoy, Philippe Gaussier
Cognitive map plasticity and imitation strategies to improve individual and social behaviors of autonomous agents. Paladyn J. Behav. Robotics 1 (1) (2010)
Philippe Laroque, Florence Pirard, Frederic Archambault, Mathias Quoy, Philippe Gaussier
Comparing Multi-agent System and Mixed-Integer Programming Approaches on a Simple Optimization Problem. IC-AI (2010)
Julien Hirel, Philippe Gaussier, Mathias Quoy, Jean-Paul Banquet
Why and How Hippocampal Transition Cells Can Be Used in Reinforcement Learning. SAB (2010)
Julien Hirel, Philippe Gaussier, Mathias Quoy
Model of the Hippocampal Learning of Spatio-temporal Sequences. ICANN (3) (2010)
Nicolas Cuperlier, Philippe Gaussier, Mathias Quoy
Interest of Spatial Context for a Place Cell Based Navigation Model. SAB (2008)
Benoît Siri, Hugues Berry, Bruno Cessac, Bruno Delord, Mathias Quoy
A Mathematical Analysis of the Effects of Hebbian Learning Rules on the Dynamics and Structure of Discrete-Time Random Recurrent Neural Networks. Neural Comput. 20 (12) (2008)
Nicolas Cuperlier, Mathias Quoy, Philippe Gaussier
Navigation and Planning in an Unknown Environment Using Vision and a Cognitive Map. EUROS (2006)
Hugues Berry, Mathias Quoy
Structure and Dynamics of Random Recurrent Neural Networks. Adapt. Behav. 14 (2) (2006)
Nicolas Cuperlier, Mathias Quoy, Christophe Giovannangeli, Philippe Gaussier, Philippe Laroque
Transition Cells for Navigation and Planning in an Unknown Environment. SAB (2006)
Jean-Paul Banquet, Philippe Gaussier, Mathias Quoy, Arnaud Revel, Yves Burnod
A Hierarchy of Associations in Hippocampo-Cortical Systems: Cognitive Maps and Navigation Strategies. Neural Comput. 17 (6) (2005)
Nicolas Cuperlier, Mathias Quoy, Philippe Laroque, Philippe Gaussier
Transition Cells and Neural Fields for Navigation and Planning. IWINAC (1) (2005)
Mathias Quoy, Sorin Moga, Philippe Gaussier
Dynamical neural networks for planning and low-level robot control. IEEE Trans. Syst. Man Cybern. Part A 33 (4) (2003)
Philippe Gaussier, Pierre Andry, Jean-Paul Banquet, Mathias Quoy, Jacqueline Nadel, Arnaud Revel
Robots as Models of the Brain: What Can We Learn from Modelling Rat Navigation and Infant Imitation Games? AIME (2003)
Emmanuel Daucé, Mathias Quoy, Bernard Doyon
Resonant spatiotemporal learning in large random recurrent networks. Biol. Cybern. 87 (3) (2002)
Emmanuel Daucé, Mathias Quoy, Bernard Doyon
Resonant spatiotemporal learning in large random recurrent networks. Biol. Cybern. 87 (4) (2002)
Jianwei Zhang, Mathias Quoy
Advances in robot skill learning. Robotics Auton. Syst. 38 (3-4) (2002)
Mathias Quoy, Philippe Laroque, Philippe Gaussier
Learning and motivational couplings promote smarter behaviors of an animat in an unknown world. Robotics Auton. Syst. 38 (3-4) (2002)
Sorin Moga, Philippe Gaussier, Mathias Quoy
Investigating Active Pattern Recognition in an Imitative Game. IWANN (2) (2001)
Mathias Quoy, Sorin Moga, Philippe Gaussier, Arnaud Revel
Parallelization of Neural Networks Using PVM. PVM/MPI (2000)
Mathias Quoy, Philippe Gaussier, Sacha Leprêtre, Arnaud Revel, Jean-Paul Banquet
A Planning Map for Mobile Robots: Speed Control and Paths Finding in a Changing Environment. EWLR (1999)
Mathias Quoy, Philippe Gaussier, Sacha Leprêtre, Arnaud Revel
A Neural Model for the Visual Navigation and Planning of a Mobile Robot. ECAL (1999)
Philippe Gaussier, Sorin Moga, Mathias Quoy, Jean-Paul Banquet
From Perception-Action Loops to Imitation Processes: A Bottom-Up Approach of Learning by Imitation. Appl. Artif. Intell. 12 (7-8) (1998)
Emmanuel Daucé, Mathias Quoy, Bruno Cessac, Bernard Doyon, Manuel Samuelides
Self-organization and dynamics reduction in recurrent networks: stimulus presentation and learning. Neural Networks 11 (3) (1998)
Bernard Doyon, Bruno Cessac, Mathias Quoy, Manuel Samuelides
Destabilization and Route to Chaos in Neural Networks with Random Connectivity. NIPS (1992)