| Short-term depression and long-term plasticity together tune sensitive range of synaptic plasticity N Deperrois, M Graupner PLoS computational biology 16 (9), e1008265, 2020 | 50 | 2020 |
| Thalamus mediates neocortical Down state transition via GABAB-receptor-targeting interneurons YA Hay, N Deperrois, T Fuchsberger, TM Quarrell, AL Koerling, ... Neuron 109 (17), 2682-2690. e5, 2021 | 41 | 2021 |
| Learning cortical representations through perturbed and adversarial dreaming N Deperrois, MA Petrovici, W Senn, J Jordan Elife 11, e76384, 2022 | 37* | 2022 |
| RadVLM: A multitask conversational vision-language model for radiology N Deperrois, H Matsuo, S Ruipérez-Campillo, M Vandenhirtz, S Laguna, ... arXiv preprint arXiv:2502.03333, 2025 | 18 | 2025 |
| Minimal Circuit Model of Reward Prediction Error Computations and Effects of Nicotinic Modulations N Deperrois, V Moiseeva, B Gutkin Frontiers in neural circuits 12, 116, 2019 | 13* | 2019 |
| Learning beyond sensations: How dreams organize neuronal representations N Deperrois, MA Petrovici, W Senn, J Jordan Neuroscience & Biobehavioral Reviews 157, 105508, 2024 | 11 | 2024 |
| How adversarial REM dreams may facilitate creativity, and why we become aware of them N Deperrois, MA Petrovici, J Jordan, LS Huber, W Senn Clinical and Translational Neuroscience 8 (2), 21, 2024 | 4* | 2024 |
| Radvlm instruction dataset N Deperrois, H Matsuo, S Ruiperez-Campillo, M Vandenhirtz, S Laguna, ... PhysioNet, version 1 (0), 2025 | 1 | 2025 |
| Leveraging the structure of medical data for improved representation learning A Agostini, S Laguna, A Ryser, S Ruiperez-Campillo, M Vandenhirtz, ... arXiv preprint arXiv:2507.02987, 2025 | 1 | 2025 |
| Learning to Dream, Dreaming to Learn NRP Deperrois Universität Bern, 2024 | 1 | 2024 |
| Enhancing Radiology Report Generation and Visual Grounding using Reinforcement Learning B Gundersen, N Deperrois, S Ruiperez-Campillo, TM Sutter, JE Vogt, ... arXiv preprint arXiv:2512.10691, 2025 | | 2025 |
| Structure is Supervision: Multiview Masked Autoencoders for Radiology S Laguna, A Agostini, A Ryser, S Ruiperez-Campillo, I Cannistraci, ... arXiv preprint arXiv:2511.22294, 2025 | | 2025 |
| Using a fine-tuned large language model for symptom-based depression evaluation S Weber, N Deperrois, R Heun, L Frühschütz, A Monn, S Homan, ... npj Digital Medicine 8 (1), 598, 2025 | | 2025 |
Mihai A. PetroviciGroup Leader, NeuroTMA Lab, University of BernVerified email at unibe.ch
