| 2025 | ASRU | Confidence-Based Self-Training for EMG-to-Speech: Leveraging Synthetic EMG for Robust Modeling. | Xiaodan Chen, Xiaoxue Gao, Mathias Quoy, Alexandre Pitti, Nancy F. Chen |
| 2024 | ICANN | Developmental Predictive Coding Model for Early Infancy Mono and Bilingual Vocal Continual Learning. | Xiaodan Chen, Alexandre Pitti, Mathias Quoy, Nancy F. Chen |
| 2021 | ICANN | A Predictive Coding Account for Chaotic Itinerancy. | Louis Annabi, Alexandre Pitti, Mathias Quoy |
| 2020 | IJCNN | Autonomous learning and chaining of motor primitives using the Free Energy Principle. | Louis Annabi, Alexandre Pitti, Mathias Quoy |
| 2017 | ISNN | INFERNO: A Novel Architecture for Generating Long Neuronal Sequences with Spikes. | Alex Pitti, Philippe Gaussier, Mathias Quoy |
| 2016 | ICANN | From Cognitive to Habit Behavior During Navigation, Through Cortical-Basal Ganglia Loops. | Jean-Paul Banquet, Souheil Hanoune, Philippe Gaussier, Mathias Quoy |
| 2016 | ISVC | Motion of Oriented Magnitudes Patterns for Human Action Recognition. | Hai-Hong Phan, Ngoc-Son Vu, Vu-Lam Nguyen, Mathias Quoy |
| 2010 | ICANN | Model of the Hippocampal Learning of Spatio-temporal Sequences. | Julien Hirel, Philippe Gaussier, Mathias Quoy |
| 2005 | IWINAC | Transition Cells and Neural Fields for Navigation and Planning. | Nicolas Cuperlier, Mathias Quoy, Philippe Laroque, Philippe Gaussier |
| 2004 | IJCNN | Spatial representation versus navigation through hippocampal, prefrontal and ganglio-basal loops. | Jean-Paul Banquet, Yves Burnod, Philippe Gaussier, Mathias Quoy, Arnaud Revel |
| 2003 | AIME | Robots as Models of the Brain: What Can We Learn from Modelling Rat Navigation and Infant Imitation Games? | Philippe Gaussier, Pierre Andry, Jean-Paul Banquet, Mathias Quoy, Jacqueline Nadel, Arnaud Revel |
| 2001 | IWANN | Investigating Active Pattern Recognition in an Imitative Game. | Sorin Moga, Philippe Gaussier, Mathias Quoy |