Nicolas Vecoven

According to our database, Nicolas Vecoven authored at least 6 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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, September, 2023

2022

Introducing biological neuronal dynamics and neuromodulation in artificial neural networks.

Nicolas Vecoven

PhD thesis, 2022

2021

Warming-up recurrent neural networks to maximize reachable multi-stability greatly improves learning.

Nicolas Vecoven, Damien Ernst, Guillaume Drion

CoRR, 2021

2020

A bio-inspired bistable recurrent cell allows for long-lasting memory.

Nicolas Vecoven, Damien Ernst, Guillaume Drion

CoRR, 2020

Nets Versus Trees for Feature Ranking and Gene Network Inference.

Nicolas Vecoven, Jean-Michel Begon, Antonio Sutera, Pierre Geurts, Vân Anh Huynh-Thu

Proceedings of the Discovery Science - 23rd International Conference, 2020

2018

Introducing Neuromodulation in Deep Neural Networks to Learn Adaptive Behaviours.

Nicolas Vecoven, Damien Ernst, Guillaume Drion

CoRR, 2018