| 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 |
| 2024 | ICANN | Serial Order Codes for Dimensionality Reduction in the Learning of Higher-Order Rules and Compositionality in Planning. | Krzysztof Lebioda, Alexandre Pitti, Fabrice O. Morin, Alois Knoll |
| 2021 | ICANN | A Predictive Coding Account for Chaotic Itinerancy. | Louis Annabi, Alexandre Pitti, Mathias Quoy |
| 2020 | IJCNN | Working-memory prefrontal model for cognitive flexibility in task-switching and selection. | Julien Abrossimoff, Alexandre Pitti, Philippe Gaussier |
| 2020 | IJCNN | Autonomous learning and chaining of motor primitives using the Free Energy Principle. | Louis Annabi, Alexandre Pitti, Mathias Quoy |
| 2019 | CogSci | Visuo-Motor Control Using Body Representation of a Robotic Arm with Gated Auto-Encoders. | Julien Abrossimoff, Alexandre Pitti, Philippe Gaussier |
| 2016 | IROS | Touch-based admittance control of a robotic arm using neural learning of an artificial skin. | Ganna Pugach, Artem Melnyk, Olga Tolochko, Alexandre Pitti, Philippe Gaussier |
| 2011 | IJCNN | Modeling the cholinergic innervation in the infant cortico-hippocampal system and its contribution to early memory development and attention. | Alexandre Pitti, Yasuo Kuniyoshi |