Introducing neuromodulation in deep neural networks to learn adaptive behaviours N Vecoven, D Ernst, A Wehenkel, G Drion PloS one 15 (1), e0227922, 2020 | 45 | 2020 |
A bio-inspired bistable recurrent cell allows for long-lasting memory N Vecoven, D Ernst, G Drion Plos one 16 (6), e0252676, 2021 | 21 | 2021 |
Feature selection with deep neural networks N Vecoven Université de Liège, Liège, Belgique, 2017 | 4 | 2017 |
Warming-up recurrent neural networks to maximize reachable multi-stability greatly improves learning G Lambrechts, F De Geeter, N Vecoven, D Ernst, G Drion Neural Networks, 2023, 2021 | 3 | 2021 |
Nets versus trees for feature ranking and gene network inference N Vecoven, JM Begon, A Sutera, P Geurts, VA Huynh-Thu Discovery Science: 23rd International Conference, DS 2020, Thessaloniki …, 2020 | 2 | 2020 |
Cellular neuromodulation in artificial networks N Vecoven, D Ernst, A Wehenkel, G Drion NeurIPS 2019 Workshop Neuro AI, 2019 | 1 | 2019 |
Introducing biological neuronal dynamics and neuromodulation in artificial neural networks. N Vecoven ULiège-Université de Liège, Liège, Belgium, 2022 | | 2022 |