Guillaume Drion

According to our database, Guillaume Drion authored at least 28 papers between 2011 and 2026.

Collaborative distances:

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

2026

Hardware-Software Co-Design of Scalable, Energy-Efficient Analog Recurrent Computations.

Arthur Fyon, Julien Brandoit, Loris Mendolia, Damien Ernst, Jean-Michel Redouté, Guillaume Drion

CoRR, May, 2026

On the Importance of Multistability for Horizon Generalization in Reinforcement Learning.

Asad Bakija, Florent De Geeter, Julien Brandoit, Pierre Sacré, Guillaume Drion

CoRR, May, 2026

Improving the Performance and Learning Stability of Parallelizable RNNs Designed for Ultra-Low Power Applications.

Julien Brandoit, Arthur Fyon, Damien Ernst, Guillaume Drion

CoRR, May, 2026

Energy-Efficient Implementation of Spiking Recurrent Cells on FPGA.

Pascal Harmeling, Florent De Geeter, Guillaume Drion

CoRR, May, 2026

Context-dependent manifold learning: A neuromodulated constrained autoencoder approach.

Jérôme Adriaens, Guillaume Drion, Pierre Sacré

CoRR, March, 2026

Parallelizable memory recurrent units.

Florent De Geeter, Gaspard Lambrechts, Damien Ernst, Guillaume Drion

CoRR, January, 2026

Burst firing creates an attractor in synaptic weight dynamics.

Kathleen Jacquerie, Danil Tyulmankov, Pierre Sacré, Guillaume Drion

PLoS Comput. Biol., 2026

2025

Fast reconstruction of degenerate populations of conductance-based neuron models from spike times.

Julien Brandoit, Damien Ernst, Guillaume Drion, Arthur Fyon

CoRR, September, 2025

2024

Spike-based computation using classical recurrent neural networks.

Florent De Geeter, Damien Ernst, Guillaume Drion

Neuromorph. Comput. Eng., 2024

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

2021

Robust switches in thalamic network activity require a timescale separation between sodium and T-type calcium channel activations.

Kathleen Jacquerie, Guillaume Drion

PLoS Comput. Biol., 2021

From Biophysical to Integrate-and-Fire Modeling.

Tomas Van Pottelbergh, Guillaume Drion, Rodolphe Sepulchre

Neural Comput., 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

2019

Cellular switches orchestrate rhythmic circuits.

Guillaume Drion, Alessio Franci, Rodolphe Sepulchre

Biol. Cybern., 2019

Control Across Scales by Positive and Negative Feedback.

Rodolphe Sepulchre, Guillaume Drion, Alessio Franci

Annu. Rev. Control. Robotics Auton. Syst., 2019

Control by neuromodulation: A tutorial.

Rodolphe Sepulchre, Timothy O'Leary, Guillaume Drion, Alessio Franci

Proceedings of the 17th European Control Conference, 2019

The sensitivity function of excitable feedback systems.

Alessio Franci, Guillaume Drion, Rodolphe Sepulchre

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

Switchable slow cellular conductances determine robustness and tunability of network states.

Guillaume Drion, Julie Dethier, Alessio Franci, Rodolphe Sepulchre

PLoS Comput. Biol., 2018

Robust Modulation of Integrate-and-Fire Models.

Tomas Van Pottelbergh, Guillaume Drion, Rodolphe Sepulchre

Neural Comput., 2018

Introducing Neuromodulation in Deep Neural Networks to Learn Adaptive Behaviours.

Nicolas Vecoven, Damien Ernst, Guillaume Drion

CoRR, 2018

2017

Excitable behaviors.

Rodolphe Sepulchre, Guillaume Drion, Alessio Franci

CoRR, 2017

2015

Neuronal behaviors: A control perspective.

Guillaume Drion, Timothy O'Leary, Julie Dethier, Alessio Franci, Rodolphe Sepulchre

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

Calcium-Dependent Potassium Channels.

Guillaume Drion, Fabian Philippart, Rodolphe Sepulchre, Vincent Seutin

Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Modeling the Modulation of Neuronal Bursting: A Singularity Theory Approach.

Alessio Franci, Guillaume Drion, Rodolphe Sepulchre

SIAM J. Appl. Dyn. Syst., 2014

2013

A Balance Equation Determines a Switch in Neuronal Excitability.

Alessio Franci, Guillaume Drion, Vincent Seutin, Rodolphe Sepulchre

PLoS Comput. Biol., 2013

2012

An Organizing Center in a Planar Model of Neuronal Excitability.

Alessio Franci, Guillaume Drion, Rodolphe Sepulchre

SIAM J. Appl. Dyn. Syst., 2012

2011

How Modeling Can Reconcile Apparently Discrepant Experimental Results: The Case of Pacemaking in Dopaminergic Neurons.

Guillaume Drion, Laurent Massotte, Rodolphe Sepulchre, Vincent Seutin

PLoS Comput. Biol., 2011