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ORCIDGuillaume Drion
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- affiliation: Université de Liège, Belgium
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2020 – today
- 2024
[j12]Florent De Geeter
, Damien Ernst, Guillaume Drion:
Spike-based computation using classical recurrent neural networks. Neuromorph. Comput. Eng. 4(2): 24007 (2024)- 2023
- [j11]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: 645-669 (2023) - [i5]Florent De Geeter, Damien Ernst, Guillaume Drion:
Spike-based computation using classical recurrent neural networks. CoRR abs/2306.03623 (2023) - 2021
- [j10]Tomas Van Pottelbergh, Guillaume Drion, Rodolphe Sepulchre:
From Biophysical to Integrate-and-Fire Modeling. Neural Comput. 33(3): 563-589 (2021) - [j9]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) - [i4]Nicolas Vecoven, Damien Ernst, Guillaume Drion:
Warming-up recurrent neural networks to maximize reachable multi-stability greatly improves learning. CoRR abs/2106.01001 (2021) - 2020
- [i3]Nicolas Vecoven, Damien Ernst, Guillaume Drion:
A bio-inspired bistable recurrent cell allows for long-lasting memory. CoRR abs/2006.05252 (2020)
2010 – 2019
- 2019
- [j8]Rodolphe Sepulchre, Guillaume Drion, Alessio Franci:
Control Across Scales by Positive and Negative Feedback. Annu. Rev. Control. Robotics Auton. Syst. 2: 89-113 (2019) - [j7]Guillaume Drion, Alessio Franci, Rodolphe Sepulchre:
Cellular switches orchestrate rhythmic circuits. Biol. Cybern. 113(1-2): 71-82 (2019) - [c3]Alessio Franci, Guillaume Drion, Rodolphe Sepulchre:
The sensitivity function of excitable feedback systems. CDC 2019: 4723-4728 - [c2]Rodolphe Sepulchre, Timothy O'Leary, Guillaume Drion, Alessio Franci:
Control by neuromodulation: A tutorial. ECC 2019: 483-497 - 2018
- [j6]Tomas Van Pottelbergh, Guillaume Drion, Rodolphe Sepulchre:
Robust Modulation of Integrate-and-Fire Models. Neural Comput. 30(4) (2018) - [j5]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) - [i2]Nicolas Vecoven, Damien Ernst, Guillaume Drion:
Introducing Neuromodulation in Deep Neural Networks to Learn Adaptive Behaviours. CoRR abs/1812.09113 (2018) - 2017
- [i1]Rodolphe Sepulchre, Guillaume Drion, Alessio Franci:
Excitable behaviors. CoRR abs/1704.04989 (2017) - 2015
- [c1]Guillaume Drion, Timothy O'Leary, Julie Dethier, Alessio Franci, Rodolphe Sepulchre:
Neuronal behaviors: A control perspective. CDC 2015: 1923-1944 - 2014
- [j4]Alessio Franci, Guillaume Drion, Rodolphe Sepulchre:
Modeling the Modulation of Neuronal Bursting: A Singularity Theory Approach. SIAM J. Appl. Dyn. Syst. 13(2): 798-829 (2014) - [r1]Guillaume Drion, Fabian Philippart, Rodolphe Sepulchre, Vincent Seutin:
Calcium-Dependent Potassium Channels. Encyclopedia of Computational Neuroscience 2014 - 2013
- [j3]Alessio Franci, Guillaume Drion, Vincent Seutin, Rodolphe Sepulchre:
A Balance Equation Determines a Switch in Neuronal Excitability. PLoS Comput. Biol. 9(5) (2013) - 2012
- [j2]Alessio Franci, Guillaume Drion, Rodolphe Sepulchre:
An Organizing Center in a Planar Model of Neuronal Excitability. SIAM J. Appl. Dyn. Syst. 11(4): 1698-1722 (2012) - 2011
- [j1]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)
Coauthor Index
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