Introducing Neuromodulation in Deep Neural Networks to Learn Adaptive Behaviours. - Nicolas Vecoven; Damien Ernst; Guillaume Drion (CoRR, 2018)

Nets Versus Trees for Feature Ranking and Gene Network Inference. - Nicolas Vecoven; Jean-Michel Begon; Antonio Sutera; Pierre Geurts; Vân Anh Huynh-Thu (DS, 2020)

A bio-inspired bistable recurrent cell allows for long-lasting memory. - Nicolas Vecoven; Damien Ernst; Guillaume Drion (CoRR, 2020)

Warming-up recurrent neural networks to maximize reachable multi-stability greatly improves learning. - Nicolas Vecoven; Damien Ernst; Guillaume Drion (CoRR, 2021)

Introducing biological neuronal dynamics and neuromodulation in artificial neural networks. - Nicolas Vecoven (2022)

Warming up recurrent neural networks to maximise reachable multistability greatly improves learning. - Gaspard Lambrechts; Florent De Geeter; Nicolas Vecoven; Damien Ernst; Guillaume Drion (Neural Networks, 2023)