Guillaume Drion

Guillaume Drion

Université de Liège

H-index: 20

Europe-Belgium

About Guillaume Drion

Guillaume Drion, With an exceptional h-index of 20 and a recent h-index of 17 (since 2020), a distinguished researcher at Université de Liège, specializes in the field of Neurosciences.

His recent articles reflect a diverse array of research interests and contributions to the field:

An adaptive controller of reliable neuromodulation on mixed feedback systems

Memory consolidation facilitated by burst-driven late-phase plasticity

Key ion channels complement each other to promote robust bistability in dorsal horn projection neurons

NeuromodulationandHomeostasis: ComplementaryMechanisms in IonChannel ExpressionAdaptation forRobustNeuralFunction

Reliable neuromodulation from adaptive control of ion channel expression

Warming up recurrent neural networks to maximise reachable multistability greatly improves learning

Memory consolidation through combined burst-induced homeostatic reset and structural plasticity

Spike-based computation using classical recurrent neural networks

Guillaume Drion Information

University

Position

/Brandeis University

Citations(all)

1077

Citations(since 2020)

683

Cited By

706

hIndex(all)

20

hIndex(since 2020)

17

i10Index(all)

24

i10Index(since 2020)

23

Email

University Profile Page

Université de Liège

Google Scholar

View Google Scholar Profile

Guillaume Drion Skills & Research Interests

Neurosciences

Top articles of Guillaume Drion

Title

Journal

Author(s)

Publication Date

An adaptive controller of reliable neuromodulation on mixed feedback systems

Arthur Fyon

Guillaume Drion

2024

Memory consolidation facilitated by burst-driven late-phase plasticity

Kathleen Jacquerie

Danil Tyulmankov

Pierre Sacré

Guillaume Drion

2024

Key ion channels complement each other to promote robust bistability in dorsal horn projection neurons

Anaëlle De Worm

Guillaume Drion

Pierre Sacré

2023

NeuromodulationandHomeostasis: ComplementaryMechanisms in IonChannel ExpressionAdaptation forRobustNeuralFunction

Arthur Fyon

Guillaume Drion

2023

Reliable neuromodulation from adaptive control of ion channel expression

IFAC-PapersOnLine

Arthur Fyon

Pierre Sacré

Alessio Franci

Guillaume Drion

2023/1/1

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

2023/9/1

Memory consolidation through combined burst-induced homeostatic reset and structural plasticity

Kathleen Jacquerie

Danil Tyulmankov

Pierre Sacré

Guillaume Drion

2023

Spike-based computation using classical recurrent neural networks

arXiv preprint arXiv:2306.03623

Florent De Geeter

Damien Ernst

Guillaume Drion

2023/6/6

Switching from tonic firing to bursting: implications on learning and memory

Kathleen Jacquerie

Danil Tyulmankov

Pierre Sacré

Guillaume Drion

2023

Unraveling the role of collective bursting neurons, quiet waking, and structural plasticity in memory consolidation using a computational approach

Kathleen Jacquerie

Emmy Kellens

Justine Magis

Pierre Sacré

Guillaume Drion

2023

Unraveling the key ion channels shaping the excitability of projection neurons in pain circuits

Anaëlle De Worm

Guillaume Drion

Pierre Sacré

2022/11/14

Neuromodulation alters synaptic plasticity rules to avoid homeostatic reset of synaptic weights during switches in neuronal rhythmic activities

Kathleen Jacquerie

Caroline Minne

Guillaume Drion

2022

Switches to slow rhythmic neuronal activity lead to a plasticity-induced reset in synaptic weights

K Jacquerie

C Minne

J Ponnet

N Benghalem

P Sacré

...

2022/7/16

Modeling neuromodulatory-mediated modifications of calcium-based plasticity rules that prevent homeostatic reset during switches in firing activity

Kathleen Jacquerie

Caroline Minne

Juliette Ponnet

Nora Benghalem

Guillaume Drion

2022

Switches to rhythmic brain activity lead to a plasticity-induced reset in synaptic weights

bioRxiv

Kathleen Jacquerie

Caroline Minne

Juliette Ponnet

Nora Benghalem

Pierre Sacré

...

2022/7/16

Neuromodulation of synaptic plasticity rules avoids homeostatic reset of synaptic weights during switches in brain states

Kathleen Jacquerie

Caroline Minne

Guillaume Drion

2022

Neuromodulation of excitability and synaptic plasticity: an underestimated challenge for computational models

Kathleen Jacquerie

Caroline Minne

Guillaume Drion

2022/5/9

Introduction aux Signaux et Systèmes: Fascicule d'exercices

Kathleen Jacquerie

Guillaume Drion

2022

Is the homeostatic reset an artefact or a feature of synaptic plasticity rules for sleep-dependent memory consolidation?

Kathleen Jacquerie

Caroline Minne

Juliette Ponnet

Guillaume Drion

2022

The endogenous nature of bursting leads to homeostatic reset in synaptic weights: a key player to regularize network connectivity during sleep

Kathleen Jacquerie

Caroline Minne

Pierre Sacré

Guillaume Drion

2022

See List of Professors in Guillaume Drion University(Université de Liège)