Guillaume Drion

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 15

Top Topics

Cascade Correlation

Reasoning About Physical Systems

Top Venues

PLoS Comput. Biol.

Publications

Florent De Geeter, Damien Ernst, Guillaume Drion
Spike-based computation using classical recurrent neural networks. Neuromorph. Comput. Eng. 4 (2) (2024)
Gaspard Lambrechts, Florent De Geeter, Nicolas Vecoven, Damien Ernst, Guillaume Drion
Warming up recurrent neural networks to maximise reachable multistability greatly improves learning. Neural Networks 166 (2023)
Florent De Geeter, Damien Ernst, Guillaume Drion
Spike-based computation using classical recurrent neural networks. CoRR (2023)
Kathleen Jacquerie, Guillaume Drion
Robust switches in thalamic network activity require a timescale separation between sodium and T-type calcium channel activations. PLoS Comput. Biol. 17 (5) (2021)
Tomas Van Pottelbergh, Guillaume Drion, Rodolphe Sepulchre
From Biophysical to Integrate-and-Fire Modeling. Neural Comput. 33 (3) (2021)
Nicolas Vecoven, Damien Ernst, Guillaume Drion
Warming-up recurrent neural networks to maximize reachable multi-stability greatly improves learning. CoRR (2021)
Nicolas Vecoven, Damien Ernst, Guillaume Drion
A bio-inspired bistable recurrent cell allows for long-lasting memory. CoRR (2020)
Rodolphe Sepulchre, Timothy O'Leary, Guillaume Drion, Alessio Franci
Control by neuromodulation: A tutorial. ECC (2019)
Guillaume Drion, Alessio Franci, Rodolphe Sepulchre
Cellular switches orchestrate rhythmic circuits. Biol. Cybern. 113 (1-2) (2019)
Rodolphe Sepulchre, Guillaume Drion, Alessio Franci
Control Across Scales by Positive and Negative Feedback. Annu. Rev. Control. Robotics Auton. Syst. 2 (2019)
Alessio Franci, Guillaume Drion, Rodolphe Sepulchre
The sensitivity function of excitable feedback systems. CDC (2019)
Nicolas Vecoven, Damien Ernst, Guillaume Drion
Introducing Neuromodulation in Deep Neural Networks to Learn Adaptive Behaviours. CoRR (2018)
Tomas Van Pottelbergh, Guillaume Drion, Rodolphe Sepulchre
Robust Modulation of Integrate-and-Fire Models. Neural Comput. 30 (4) (2018)
Guillaume Drion, Julie Dethier, Alessio Franci, Rodolphe Sepulchre
Switchable slow cellular conductances determine robustness and tunability of network states. PLoS Comput. Biol. 14 (4) (2018)
Rodolphe Sepulchre, Guillaume Drion, Alessio Franci
Excitable behaviors. CoRR (2017)
Guillaume Drion, Timothy O'Leary, Julie Dethier, Alessio Franci, Rodolphe Sepulchre
Neuronal behaviors: A control perspective. CDC (2015)
Alessio Franci, Guillaume Drion, Rodolphe Sepulchre
Modeling the Modulation of Neuronal Bursting: A Singularity Theory Approach. SIAM J. Appl. Dyn. Syst. 13 (2) (2014)
Alessio Franci, Guillaume Drion, Vincent Seutin, Rodolphe Sepulchre
A Balance Equation Determines a Switch in Neuronal Excitability. PLoS Comput. Biol. 9 (5) (2013)
Alessio Franci, Guillaume Drion, Rodolphe Sepulchre
An Organizing Center in a Planar Model of Neuronal Excitability. SIAM J. Appl. Dyn. Syst. 11 (4) (2012)
Guillaume Drion, Laurent Massotte, Rodolphe Sepulchre, Vincent Seutin
How Modeling Can Reconcile Apparently Discrepant Experimental Results: The Case of Pacemaking in Dopaminergic Neurons. PLoS Comput. Biol. 7 (5) (2011)