| 2025 | ESANN | Towards metacognitive agents: integrating confidence in sequential decision-making. | Baptiste Pesquet, Frdric Alexandre |
| 2025 | IJCNN | Semantic and episodic memories in a predictive coding model of the neocortex. | Lucie Fontaine, Frdric Alexandre |
| 2024 | CogSci | Contextual Control of Hopfield Networks in a Hippocampal Model. | Hugo Chateau-Laurent, Frdric Alexandre |
| 2024 | CogSci | Relating Hopfield Networks to Episodic Control. | Hugo Chateau-Laurent, Frdric Alexandre |
| 2024 | CogSci | Modelling Cross-Situational Learning on Full Sentences in Few Shots with Simple RNNs. | Xavier Hinaut, Subba Reddy Oota, Alexandre Variengien, Frdric Alexandre |
| 2024 | ICANN | Prediction of Reaching Movements with Target Information Towards Trans-humeral Prosthesis Control Using Reservoir Computing and LSTMs. | Paul Bernard, Frdric Alexandre, Xavier Hinaut |
| 2023 | Interspeech | MEG Encoding using Word Context Semantics in Listening Stories. | Subba Reddy Oota, Nathan Trouvain, Frdric Alexandre, Xavier Hinaut |
| 2022 | CogSci | Long-Term Plausibility of Language Models and Neural Dynamics during Narrative Listening. | Subba Reddy Oota, Frdric Alexandre, Xavier Hinaut |
| 2022 | ESANN | Developmental Modular Reinforcement Learning. | Jianyong Xue, Frdric Alexandre |
| 2021 | ICANN | Reinforcement Symbolic Learning. | Chlo Mercier, Frdric Alexandre, Thierry Viville |
| 2021 | IJCCI | Augmenting Machine Learning with Flexible Episodic Memory. | Hugo Chateau-Laurent, Frdric Alexandre |
| 2021 | IJCNN | Deciphering the contributions of episodic and working memories in increasingly complex decision tasks. | Snigdha Dagar, Frdric Alexandre, Nicolas P. Rougier |
| 2020 | IJCNN | A Structure of Restricted Boltzmann Machine for Modeling System Dynamics. | Guillaume Padiolleau, Olivier Bach, Alain Hugget, Denis Penninckx, Frdric Alexandre |
| 2018 | IJCCI | Cognitive Architecture and Software Environment for the Design and Experimentation of Survival Behaviors in Artificial Agents. | Bhargav Teja Nallapu, Frdric Alexandre |
| 2017 | IJCNN | A biologically inspired neuronal model of reward prediction error computation. | Pramod S. Kaushik, Maxime Carrere, Frdric Alexandre, Surampudi Bapi Raju |
| 2016 | ICANN | A System-Level Model of Noradrenergic Function. | Maxime Carrere, Frdric Alexandre |
| 2016 | IJCCI | Beyond Machine Learning: Autonomous Learning. | Frdric Alexandre |
| 2015 | IJCCI | A Heteroassociative Learning Model Robust to Interference. | Randa Kassab, Frdric Alexandre |
| 2015 | IJCCI | A Modular Network Architecture Resolving Memory Interference Through Inhibition. | Randa Kassab, Frdric Alexandre |
| 2015 | IJCNN | Modeling pavlovian conditioning with multiple neuronal populations. | Maxime Carrere, Frdric Alexandre |
| 2014 | IJCCI | Feature, Configuration, History - A Bio-inspired Framework for Information Representation in Neural Networks. | Frdric Alexandre, Maxime Carrere, Randa Kassab |
| 2011 | IJCNN | Reinforcement learning and dimensionality reduction: A model in computational neuroscience. | Nishal Shah, Frdric Alexandre |
| 2010 | IJCCI | Saccades Generation - From the Visual Input to the Superior Colliculus. | Wahiba Taouali, Nicolas P. Rougier, Frdric Alexandre |
| 2010 | IJCCI | Visual Target Selection Emerges from a Bio-inspired Network Topology. | Wahiba Taouali, Nicolas P. Rougier, Frdric Alexandre |
| 2007 | ESANN | Toward a robust 2D spatio-temporal self-organization. | Thomas Girod, Laurent Bougrain, Frdric Alexandre |
| 2005 | ICANN | Neural Network Topology Optimization. | Mohammed Attik, Laurent Bougrain, Frdric Alexandre |
| 2005 | ICANN | Self-organizing Map Initialization. | Mohammed Attik, Laurent Bougrain, Frdric Alexandre |
| 2004 | ECAI | Optimal Brain Surgeon Variants for Optimization. | Mohammed Attik, Laurent Bougrain, Frdric Alexandre |
| 2004 | ESANN | Reducing connectivity by using cortical modular bands. | Julien Vitay, Nicolas P. Rougier, Frdric Alexandre |
| 2004 | IJCNN | Optimal brain surgeon variants for feature selection. | Mohammed Attik, Laurent Bougrain, Frdric Alexandre |
| 1999 | ESANN | Specialization with cortical models: An application to causality learning. | Herv Frezza-Buet, Frdric Alexandre |
| 1999 | EuroPar | A Library to Implement Neural Networks on MIMD Machines. | Yann Boniface, Frdric Alexandre, Stphane Vialle |
| 1999 | IJCNN | A bridge between two paradigms for parallelism: neural networks and general purpose MIMD computers. | Yann Boniface, Frdric Alexandre, Stphane Vialle |
| 1999 | IJCNN | Unsupervised connectionist clustering algorithms for a better supervised prediction: application to a radio communication problem. | Laurent Bougrain, Frdric Alexandre |
| 1999 | IJCNN | Modeling prefrontal functions for robot navigation. | Herv Frezza-Buet, Frdric Alexandre |
| 1999 | IJCNN | Spatial knowledge transfer between models of hippocampus and associative cortex. | Nicolas P. Rougier, Frdric Alexandre |
| 1997 | ESANN | Knowledge extraction from neural networks for signal interpretation. | Frdric Alexandre, Jean-Francois Remm |
| 1997 | ICTAI | Tools and Experiments for Hybrid Neuro-Symbolic Processing. | Frdric Alexandre |
| 1996 | ICASSP | TOM, a new temporal neural net architecture for speech signal processing. | Stphane Durand, Frdric Alexandre |
| 1996 | ICPR | Connectionist cognitive processing for invariant pattern recognition. | Frdric Alexandre |
| 1995 | ESANN | Neurosymbolic integration: unified versus hybrid approaches. | Melanie Hilario, Yannick Lallement, Frdric Alexandre |
| 1995 | IWANN | Neurobiological Inspiration for the Architecture and Functioning of Cooperating Neural Networks. | Frdric Alexandre, Frdric Guyot |
| 1995 | PIMRC | 170 MHz field strength prediction in urban environment using neural nets. | Thierry Balandier, Alexandre Caminada, Vincent Lemoine, Frdric Alexandre |
| 1994 | ESANN | A lateral contribution learning algorithm for multi MLP architecture. | Nicolas Pican, Jean-Claude Fort, Frdric Alexandre |
| 1990 | IJCNN | Principles and applications of the cortical column symbolic neural model. | Frdric Guyot, Frdric Alexandre, Jean-Paul Haton |
| 1989 | ICASSP | Toward a continuous model of the cortical column: Application to speech recognition. | Frdric Guyot, Frdric Alexandre, Jean Paul Haton |