Guillaume Drion

25 papers Journal 21Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Burst firing creates an attractor in synaptic weight dynamics.
PLoS Comput. Biol.
Kathleen Jacquerie, Danil Tyulmankov, Pierre Sacré, Guillaume Drion
2026 J jnl
Context-dependent manifold learning: A neuromodulated constrained autoencoder approach.
CoRR
Jérôme Adriaens, Guillaume Drion, Pierre Sacré
2026 J jnl
Parallelizable memory recurrent units.
CoRR
Florent De Geeter, Gaspard Lambrechts, Damien Ernst, Guillaume Drion
2025 J jnl
Fast reconstruction of degenerate populations of conductance-based neuron models from spike times.
CoRR
Julien Brandoit, Damien Ernst, Guillaume Drion, Arthur Fyon
2024 J jnl
Spike-based computation using classical recurrent neural networks.
Neuromorph. Comput. Eng.
Florent De Geeter, Damien Ernst, Guillaume Drion
2023 J jnl
Spike-based computation using classical recurrent neural networks.
CoRR
Florent De Geeter, Damien Ernst, Guillaume Drion
2023 J jnl
Warming up recurrent neural networks to maximise reachable multistability greatly improves learning.
Neural Networks
Gaspard Lambrechts, Florent De Geeter, Nicolas Vecoven, Damien Ernst, Guillaume Drion
2021 J jnl
From Biophysical to Integrate-and-Fire Modeling.
Neural Comput.
Tomas Van Pottelbergh, Guillaume Drion, Rodolphe Sepulchre
2021 J jnl
Robust switches in thalamic network activity require a timescale separation between sodium and T-type calcium channel activations.
PLoS Comput. Biol.
Kathleen Jacquerie, Guillaume Drion
2021 J jnl
Warming-up recurrent neural networks to maximize reachable multi-stability greatly improves learning.
CoRR
Nicolas Vecoven, Damien Ernst, Guillaume Drion
2020 J jnl
A bio-inspired bistable recurrent cell allows for long-lasting memory.
CoRR
Nicolas Vecoven, Damien Ernst, Guillaume Drion
2019 J jnl
Cellular switches orchestrate rhythmic circuits.
Biol. Cybern.
Guillaume Drion, Alessio Franci, Rodolphe Sepulchre
2019 J jnl
Control Across Scales by Positive and Negative Feedback.
Annu. Rev. Control. Robotics Auton. Syst.
Rodolphe Sepulchre, Guillaume Drion, Alessio Franci
2019 — conf
Control by neuromodulation: A tutorial.
ECC
Rodolphe Sepulchre, Timothy O'Leary, Guillaume Drion, Alessio Franci
2019 — conf
The sensitivity function of excitable feedback systems.
CDC
Alessio Franci, Guillaume Drion, Rodolphe Sepulchre
2018 J jnl
Introducing Neuromodulation in Deep Neural Networks to Learn Adaptive Behaviours.
CoRR
Nicolas Vecoven, Damien Ernst, Guillaume Drion
2018 J jnl
Robust Modulation of Integrate-and-Fire Models.
Neural Comput.
Tomas Van Pottelbergh, Guillaume Drion, Rodolphe Sepulchre
2018 J jnl
Switchable slow cellular conductances determine robustness and tunability of network states.
PLoS Comput. Biol.
Guillaume Drion, Julie Dethier, Alessio Franci, Rodolphe Sepulchre
2017 J jnl
Excitable behaviors.
CoRR
Rodolphe Sepulchre, Guillaume Drion, Alessio Franci
2015 — conf
Neuronal behaviors: A control perspective.
CDC
Guillaume Drion, Timothy O'Leary, Julie Dethier, Alessio Franci, Rodolphe Sepulchre
2014 — ch.
Calcium-Dependent Potassium Channels.
Encyclopedia of Computational Neuroscience
Guillaume Drion, Fabian Philippart, Rodolphe Sepulchre, Vincent Seutin
2014 J jnl
Modeling the Modulation of Neuronal Bursting: A Singularity Theory Approach.
SIAM J. Appl. Dyn. Syst.
Alessio Franci, Guillaume Drion, Rodolphe Sepulchre
2013 J jnl
A Balance Equation Determines a Switch in Neuronal Excitability.
PLoS Comput. Biol.
Alessio Franci, Guillaume Drion, Vincent Seutin, Rodolphe Sepulchre
2012 J jnl
An Organizing Center in a Planar Model of Neuronal Excitability.
SIAM J. Appl. Dyn. Syst.
Alessio Franci, Guillaume Drion, Rodolphe Sepulchre
2011 J jnl
How Modeling Can Reconcile Apparently Discrepant Experimental Results: The Case of Pacemaking in Dopaminergic Neurons.
PLoS Comput. Biol.
Guillaume Drion, Laurent Massotte, Rodolphe Sepulchre, Vincent Seutin