Short-term depression and long-term plasticity together tune sensitive range of synaptic plasticity. - Nicolas Deperrois; Michael Graupner (PLoS Comput. Biol., 2020)

Memory semantization through perturbed and adversarial dreaming. - Nicolas Deperrois; Mihai A. Petrovici; Walter Senn; Jakob Jordan (CoRR, 2021)

Learning beyond sensations: how dreams organize neuronal representations. - Nicolas Deperrois; Mihai A. Petrovici; Walter Senn; Jakob Jordan (CoRR, 2023)

RadVLM: A Multitask Conversational Vision-Language Model for Radiology. - Nicolas Deperrois; Hidetoshi Matsuo; Samuel Ruipérez-Campillo; Moritz Vandenhirtz; Sonia Laguna; Alain Ryser; Koji Fujimoto; Mizuho Nishio; Thomas M. Sutter; Julia E. Vogt; Jonas Kluckert; Thomas Frauenfelder; et al. (CoRR, 2025)

Leveraging the Structure of Medical Data for Improved Representation Learning. - Andrea Agostini; Sonia Laguna; Alain Ryser; Samuel Ruipérez-Campillo; Moritz Vandenhirtz; Nicolas Deperrois; Farhad Nooralahzadeh; Michael Krauthammer; Thomas M. Sutter; Julia E. Vogt (CoRR, 2025)