Network Embedding For Brain Connectivity. - Lucrezia Carboni; Sophie Achard; Michel Dojat (ISBI, 2021)

Graphes pour l'exploration des réseaux de neurones artificiels et de la connectivité cérébrale humaine. (GRAAACE: GRAphs for Artificial neural networks and brAin Connectivity Exploration). - Lucrezia Carboni (2023)

Comparisons of Null Models with Topological Data Analysis. - Paul Sitoleux; Lucrezia Carboni; Hanâ Lbath; Sophie Achard (EUSIPCO, 2024)

Graph-based methods coupled with specific distributional distances for adversarial attack detection. - Dwight Nwaigwe; Lucrezia Carboni; Martial Mermillod; Sophie Achard; Michel Dojat (Neural Networks, 2024)

Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective. - Lucrezia Carboni; Dwight Nwaigwe; Marion Mainsant; Raphael Bayle; Marina Reyboz; Martial Mermillod; Michel Dojat; Sophie Achard (Neural Networks, 2025)