Training neural networks with structured noise improves classification and generalization. - Marco Benedetti; Enrico Ventura (CoRR, 2023)

Demolition and Reinforcement of memories in Spin Glass-like Neural Networks. (Démolition et renforcement des états de mémoire dans Modèles de réseaux de neurones de type Spin Glass). - Enrico Ventura (2023)

Learning and Unlearning: Bridging classification, memory and generative modeling in Recurrent Neural Networks. - Enrico Ventura (COMPENG, 2024)

Losing dimensions: Geometric memorization in generative diffusion. - Beatrice Achilli; Enrico Ventura; Gianluigi Silvestri; Bao Pham; Gabriel Raya; Dmitry Krotov; Carlo Lucibello; Luca Ambrogioni (CoRR, 2024)

Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion. - Enrico Ventura; Beatrice Achilli; Gianluigi Silvestri; Carlo Lucibello; Luca Ambrogioni (ICLR, 2025)