Publications and communications of Guillaume Drion

Jacquerie, K., Tyulmankov, D., Sacré, P., & Drion, G. (March 2024). Memory consolidation facilitated by burst-driven late-phase plasticity [Poster presentation]. Computational and Systems Neuroscience (COSYNE) 2024, Lisbon, Portugal.

De Geeter, F., Ernst, D., & Drion, G. (2023). Spike-based computation using classical recurrent neural networks. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/303622.

Jacquerie, K., Kellens, E., Magis, J., Sacré, P., & Drion, G. (November 2023). Unraveling the role of collective bursting neurons, quiet waking, and structural plasticity in memory consolidation using a computational approach [Poster presentation]. Society for Neuroscience meeting 2023, Washington DC, United States.

Fyon, A., & Drion, G. (September 2023). Neuromodulation and Homeostasis: Complementary Mechanisms in Ion Channel Expression Adaptation for Robust Neural Function [Poster presentation]. Bernstein Conference 2023, Berlin, Germany.

Lambrechts, G.* , De Geeter, F.* , Vecoven, N.* , Ernst, D., & Drion, G. (August 2023). Warming up recurrent neural networks to maximise reachable multistability greatly improves learning. Neural Networks, 166, 645-669. doi:10.1016/j.neunet.2023.07.023
* These authors have contributed equally to this work.

Jacquerie, K., Tyulmankov, D., Sacré, P., & Drion, G. (July 2023). Memory consolidation through combined burst-induced homeostatic reset and structural plasticity [Poster presentation]. Organization for Computational Neuroscience (OCNS).

Jacquerie, K., Tyulmankov, D., Sacré, P., & Drion, G. (May 2023). Switching from tonic firing to bursting: implications on learning and memory [Poster presentation]. European Neuroscience Conference by Doctoral Students (ENCODS) 2023, Faro, Portugal.

De Worm, A., Drion, G., & Sacré, P. (2023). Key ion channels complement each other to promote robust bistability in dorsal horn projection neurons [Poster presentation]. Bernstein Conference 2023, Berlin, Germany.

Fyon, A., Sacré, P., Franci, A., & Drion, G. (2023). Reliable neuromodulation from adaptive control of ion channel expression [Paper presentation]. IFAC World Congress, Yokohama, Japan.

Fyon, A., Sacré, P., Franci, A., & Drion, G. (2023). Reliable neuromodulation from adaptive control of ion channel expression. IFAC-PapersOnLine, 56 (2), 458-463. doi:10.1016/j.ifacol.2023.10.1610

De Worm, A., Drion, G., & Sacré, P. (14 November 2022). Unraveling the key ion channels shaping the excitability of projection neurons in pain circuits [Poster presentation]. Neuroscience 2022, San Diego, United States - California.

Jacquerie, K., Minne, C., Ponnet, J., & Drion, G. (November 2022). Is the homeostatic reset an artefact or a feature of synaptic plasticity rules for sleep-dependent memory consolidation? [Poster presentation]. Society for Neuroscience annual meeting 2022, San Diego, United States.

Jacquerie, K., & Drion, G. (2022). Introduction aux Signaux et Systèmes: Fascicule d'exercices. (ULiège - Université de Liège [Faculté des Sciences Appliquées], Belgium, SYST0002-2 Introduction aux signaux et systèmes).

Jacquerie, K., Minne, C., Sacré, P., & Drion, G. (September 2022). The endogenous nature of bursting leads to homeostatic reset in synaptic weights: a key player to regularize network connectivity during sleep [Poster presentation]. Bernstein Conference 2022, Berlin, Germany.

Jacquerie, K., Minne, C., PONNET, J., Benghalem, N., Sacré, P., & Drion, G. (2022). Switches to rhythmic brain activity lead to a plasticity-induced reset in synaptic weights. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/294938. doi:10.1101/2022.07.15.500198

Jacquerie, K., Minne, C., & Drion, G. (July 2022). Neuromodulation alters synaptic plasticity rules to avoid homeostatic reset of synaptic weights during switches in neuronal rhythmic activities [Poster presentation]. European Neuroscience Conference by Doctoral Students (ENCODS) 2022, Paris, France.

Jacquerie, K., Minne, C., Ponnet, J., Benghalem, N., & Drion, G. (July 2022). Modeling neuromodulatory-mediated modifications of calcium-based plasticity rules that prevent homeostatic reset during switches in firing activity [Poster presentation]. FENS 2022, Paris, France.

Jacquerie, K., Minne, C., & Drion, G. (09 May 2022). Neuromodulation of excitability and synaptic plasticity: an underestimated challenge for computational models [Paper presentation]. Annual Meeting of Belgian Society for Neuroscience (BSN 2022), Bruxelles, Belgium.

Jacquerie, K., Minne, C., & Drion, G. (March 2022). Neuromodulation of synaptic plasticity rules avoids homeostatic reset of synaptic weights during switches in brain states [Poster presentation]. Computational and Systems Neuroscience (COSYNE) 2022, Lisbonne, Portugal.

Fyon, A., & Drion, G. (November 2021). Apparent neuromodulation-dependent correlation levels in neuron ion channel expression result from a competition between passive and active membrane properties [Poster presentation]. Society for Neuroscience annual meeting 2021.

Jacquerie, K., Minne, C., & Drion, G. (November 2021). Effect of switches in brain states on calcium-based plasticity rules: a computational study for sleep-dependent memory consolidation [Poster presentation]. Society for Neuroscience annual meeting 2021.

Minne, C., Jacquerie, K., & Drion, G. (November 2021). Are synaptic plasticity rules compatible with memory consolidation during sleep? [Poster presentation]. Society for Neuroscience annual meeting 2021, virtual, United States.

Vecoven, N., Ernst, D., & Drion, G. (08 June 2021). A bio-inspired bistable recurrent cell allows for long-lasting memory. PLoS ONE, 16 (6), 1-13. doi:10.1371/journal.pone.0252676

Jacquerie, K., & Drion, G. (2021). Robust switches in thalamic network activity require a timescale separation between sodium and T-type calcium channel activations. PLoS Computational Biology. doi:10.1371/journal.pcbi.1008997

Mergny, E., Drion, G., & Franssen, J.-M. (2020). Stability in Hybrid Fire Testing using PI control. Experimental Techniques. doi:10.1007/s40799-020-00375-8

Jacquerie, K., & Drion, G. (13 July 2020). Switches in brain states in memory consolidation: a computational approach [Poster presentation]. FENS 2020.

Vecoven, N., Ernst, D., Wehenkel, A., & Drion, G. (2020). Introducing neuromodulation in deep neural networks to learn adaptive behaviours. PLoS ONE. doi:10.1371/journal.pone.0227922

Franci, A., Drion, G., & Sepulchre, R. (2019). The sensitivity function of excitable feedback systems. In 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/CDC40024.2019.9029676

Vecoven, N., Ernst, D., Wehenkel, A., & Drion, G. (2019). Cellular neuromodulation in artificial networks. In Proceedings of the NeurIPS 2019 Workshop Neuro AI.

Jacquerie, K., & Drion, G. (22 October 2019). Which cellular mechanism yields compatibility between brain states, synaptic plasticity and neuromodulation? [Poster presentation]. Society for Neuroscience annual meeting 2019, Chicago, United States.

Sepulchre, R., O'Leary, T., Drion, G., & Franci, A. (2019). Control by neuromodulation: A tutorial. In 2019 18th European Control Conference, ECC 2019. Institute of Electrical and Electronics Engineers Inc. doi:10.23919/ECC.2019.8795686

Sepulchre, R., Drion, G., & Franci, A. (03 May 2019). Control Across Scales by Positive and Negative Feedback. Annual Review of Control, Robotics, and Autonomous Systems, 2 (1), 89 - 113. doi:10.1146/annurev-control-053018-023708

Mergny, E., Drion, G., & Franssen, J.-M. (13 March 2019). PI Control in Hybrid Fire Testing [Paper presentation]. HYSIM2019, Zürich, Switzerland.

Jacquerie, K., & Drion, G. (02 March 2019). A cellular mechanism makes switches in brain states compatible with synaptic plasticity [Poster presentation]. Computational and Systems Neuroscience (Cosyne) 2019, Lisbon, Portugal.

Mergny, E., Gernay, T., Drion, G., & Franssen, J.-M. (2019). Hybrid fire testing in a non-linear environment using a proportional integral controller. Journal of Structural Fire Engineering, 10 (2), 245-258. doi:10.1108/JSFE-09-2018-0022

Sacré, P., Drion, G., Guan, Y., & Sarma, S. (2019). Neuromodulation of pain processing in the dorsal horn circuit: from ion channels to capabilities of information transfer [Poster presentation]. Neuroscience 2019.

Mergny, E., Drion, G., Gernay, T., & Franssen, J.-M. (2018). A PI-controller for hybrid fire testing in a non-linear environment. In 10th International on structures in fire (pp. 861). Belfast, United Kingdom: Ulster University.

Drion, G., Dethier, J., Franci, A., & Sepulchre, R. (23 April 2018). Switchable slow cellular conductances determine robustness and tunability of network states. PLoS Computational Biology, 14, 1006125. doi:10.1371/journal.pcbi.1006125

Van Pottelbergh, T., Drion, G., & Sepulchre, R. (April 2018). Robust Modulation of Integrate-and-Fire Models. Neural Computation, 30, 987-1011. doi:10.1162/NECO_a_01065

Franci, A.* , Drion, G.* , & Sepulchre, R.*. (01 March 2018). Robust and tunable bursting requires slow positive feedback. Journal of Neurophysiology, 119, 1222-1234. doi:10.1152/jn.00804.2017
* These authors have contributed equally to this work.

de Vrind, V., Scuvée-Moreau, J., Drion, G., Hmaied, C., Philippart, F., Engel, D., & Seutin, V. (27 June 2016). Interactions between calcium channels and SK channels in midbrain dopamine neurons and their impact on pacemaker regularity: Contrasting roles of N- and L-type channels. European Journal of Pharmacology, 788, 274-279. doi:10.1016/j.ejphar.2016.06.046

Canavier, C., Evans, R., Oster, A., Pissadaki, E., Drion, G., Kuznetsov, A., & Gutkin, B. (2016). Implications of cellular models of dopamine neurons for disease. Journal of Neurophysiology. doi:10.1152/jn.00530.2016

Gjorgjieva, J., Drion, G., & Marder, E. (2016). Computational implications of biophysical diversity and multiple timescales in neurons and synapses for circuit performance. Current Opinion in Neurobiology. doi:10.1016/j.conb.2015.12.008

Drion, G., O'Leary, T., & Marder, E. (2015). Ion channel degeneracy enables robust and tunable neuronal firing rates. Proceedings of the National Academy of Sciences of the United States of America. doi:10.1073/pnas.1516400112

Drion, G., Franci, A., Dethier, J., & Sepulchre, R. (2015). Dynamic Input Conductances Shape Neuronal Spiking. eNeuro. doi:10.1523/ENEURO.0031-14.2015

Dethier, J.* , Drion, G.* , Franci, A., & Sepulchre, R. (2015). A positive feedback at the cellular level promotes robustness and modulation at the circuit level. Journal of Neurophysiology. doi:10.1152/jn.00471.2015
* These authors have contributed equally to this work.

Drion, G., O'Leary, T., Dethier, J., Franci, A., & Sepulchre, R. (2015). Neuronal behaviors: A control perspective. IEEE Conference on Decision and Control, 54, 1923-1944. doi:10.1109/CDC.2015.7402491

Drion, G., Philippart, F., Sepulchre, R., & Seutin, V. (2015). Calcium-dependent potassium channels. In D. Jaeger & R. Jung (Eds.), Encyclopedia of Computational Neuroscience. Springer.

de Vrind, V., Philippart, F., Drion, G., Scuvée-Moreau, J., Engel, D., & Seutin, V. (16 November 2014). Investigating the role of various types of Ca2+ channels on dopamine neuron firing patterns and their variability [Poster presentation]. Congrès de neuroscience américaine (SFN), Washington, United States.

Dethier, J., Drion, G., & Sepulchre, R. (16 November 2014). Contrasting the role of Ih and ICaT currents in post-inhibitory rebound mechanisms in reciprocal-inhibitory networks [Poster presentation]. Society for Neuroscience 2014, Washington, DC, United States.

Franci, A., Drion, G., & Sepulchre, R. (2014). Modeling the Modulation of Neuronal Bursting: A Singularity Theory Approach. SIAM Journal on Applied Dynamical Systems, 13 (2), 798-829. doi:10.1137/13092263X

Dethier, J., Drion, G., Franci, A., & Sepulchre, R. (10 November 2013). Modulation of beta oscillations during movement initiation: modeling the ionic basis of a functional switch [Poster presentation]. 43rd Annual Meeting of the Society for Neuroscience.

Drion, G., Franci, A., Scuvée-Moreau, J., Seutin, V., & Sepulchre, R. (November 2013). Modulation and Robustness of Neuronal Spiking in Two-Parameter Charts [Poster presentation]. Society for Neuroscience annual meeting 2013, San Diego, CA, United States.

Franci, A., O'Leary, T., Drion, G., Williams, A., Marder, E., & Sepulchre, R. (November 2013). Homeostatic principles are consistent with sensitivity analysis of neuronal rhythmicity [Poster presentation]. Society for Neuroscience annual meeting 2013, San Diego, CA, United States.

Drion, G. (25 June 2013). Endogenous and Exogenous Neuronal Rhythmicity [Paper presentation]. ISSSMA 2013 : Interdisciplinary Symposium on Signals and Systems for Medical Applications.

Dethier, J., Drion, G., Franci, A., & Sepulchre, R. (June 2013). Oscillations in the basal ganglia: illustration of a cellular effect at the network level [Poster presentation]. Interdisciplinary Symposium on Signals and Systems for Medical Applications, Paris, France.

Dethier, J., Drion, G., Franci, A., & Sepulchre, R. (26 March 2013). Impacts of a unicellular mechanism on network behaviors [Paper presentation]. 32nd Benelux Meeting on Systems and Control, Houffalize, Belgium.

Drion, G. (2013). Regulation of Excitability, Pacemaking, and Bursting: Insights from Dopamine Neuron Electrophysiology [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/176476

Franci, A.* , Drion, G.* , Seutin, V., & Sepulchre, R. (2013). A Balance Equation Determines a Switch in Neuronal Excitability. PLoS Computational Biology, 9, 1003040. doi:10.1371/journal.pcbi.1003040
* These authors have contributed equally to this work.

Franci, A., Drion, G., Massotte, L., Scuvée-Moreau, J., Seutin, V., & Sepulchre, R. (October 2012). A balance between competitive and cooperative ion channels regulates neuronal excitability [Poster presentation]. Society for Neuroscience annual meeting 2012, New Orleans, LA, United States.

Drion, G.* , Franci, A.* , Seutin, V., & Sepulchre, R. (August 2012). A novel phase portrait for neuronal excitability. PLoS ONE, 7 (8). doi:10.1371/journal.pone.0041806
* These authors have contributed equally to this work.

Drion, G., Franci, A., Seutin, V., & Sepulchre, R. (March 2012). A Novel Phase Portrait to Understand Neuronal Excitability [Paper presentation]. 31st Benelux Meeting on Systems and Control, Heijden, Netherlands.

Drion, G., Sepulchre, R., & Seutin, V. (2012). Mitochondrion- and endoplasmic reticulum-induced SK channel dysregulation as a potential origin of the selective neurodegeneration in Parkinson’s disease. In P. Wellstead & M. Cloutier (Eds.), The Systems Biology of Parkinson's Disease. Springer. doi:10.1007/978-1-4614-3411-5_4

Franci, A.* , Drion, G.* , & Sepulchre, R. (2012). An Organizing Center in a Planar Model of Neuronal Excitability. SIAM Journal on Applied Dynamical Systems, 11 (4), 1698-1722. doi:10.1137/120875016
* These authors have contributed equally to this work.

Drion, G., Massotte, L., Scuvée-Moreau, J., Sepulchre, R., & Seutin, V. (November 2011). How Modeling can Reconcile Apparently Discrepant Experimental Results: the Case of Pacemaking in Dopaminergic Neurons [Poster presentation]. Society for Neuroscience annual meeting 2011, Washington, DC, United States.

Drion, G., Sepulchre, R., & Seutin, V. (18 March 2011). On the Origin of the Pacemaker Activity of Midbrain Dopaminergic Neurons [Paper presentation]. First benelux congress on physiology and pharmacology, Liège, Belgium.

Drion, G., Massotte, L., Sepulchre, R., & Seutin, V. (March 2011). How Modeling can Reconcile Apparently Discrepant Experimental Results: the Case of Pacemaking in Dopaminergic Neurons [Paper presentation]. 30th Benelux Meeting on Systems and Control, Lommel, Belgium.

Drion, G., Massotte, L., Sepulchre, R., & Seutin, V. (2011). How modeling can reconcile apparently discrepant experimental results: the case of pacemaking in dopaminergic neurons. PLoS Computational Biology, 7 (5), 1002050. doi:10.1371/journal.pcbi.1002050

Drion, G., Collard, A., Seutin, V., & Sepulchre, R. (October 2010). SK channels as regulators of synaptically-induced bursting and neural synchrony [Poster presentation]. Society for Neuroscience annual meeting 2010, San Diego, CA, United States.

Drion, G., Collard, A., Seutin, V., & Sepulchre, R. (March 2010). SK Channels as Regulators of Synaptically Induced Bursting and Neural Synchrony [Paper presentation]. 29th Benelux Meeting on Systems and Control, Heeze, Netherlands.

Drion, G., Bonjean, M., Waroux, O., Scuvée-Moreau, J., Liégeois, J.-F., Sejnowski, T., Sepulchre, R., & Seutin, V. (2010). M-type channels selectively control bursting in rat dopaminergic neurons. European Journal of Neuroscience, 31, 827-835. doi:10.1111/j.1460-9568.2010.07107.x

Drion, G., Seutin, V., & Sepulchre, R. (2010). Modeling and Measurements of Cerebral Signaling Circuits [Paper presentation]. 1st Symposium on Systems Approaches to Parkinson's Disease.

Drion, G., Collard, A., Seutin, V., & Sepulchre, R. (October 2009). A hypothesis to explain the effect of SK channel blockade on the firing of dopaminergic neurons [Poster presentation]. Society for Neuroscience annual meeting 2009, Chicago, IL, United States.

Drion, G., Seutin, V., & Sepulchre, R. (March 2009). Bursting modeling in dopaminergic neurons [Paper presentation]. 28th Benelux Meeting on Systems and Control, Spa, Belgium.

Waroux, O., Bonjean, M., Drion, G., Engel, D., Sejnowski, T., Sepulchre, R., & Seutin, V. (November 2008). Modulation of Burst Firing by KCNQ Channels in Dopaminergic Neurons: Further Mechanistic Modeling and Experimental Findings [Poster presentation]. Society for Neuroscience annual meeting 2008, Washington, DC, United States.