Matthieu Gilson

33 papers A* 1Journal 31Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evaluating machine learning pipelines for multimodal neuroimaging in small cohorts: an ALS case study.
Frontiers Neuroinformatics
Shailesh Appukuttan, Aude-Marie Grapperon, Mounir Mohamed El Mendili, Hugo Dary, Maxime Guye, Annie Verschueren, Jean-Philippe Ranjeva, Shahram Attarian, Wafaa Zaaraoui, Matthieu Gilson
2023 J jnl
Neuronal architecture extracts statistical temporal patterns.
CoRR
Sandra Nestler, Moritz Helias, Matthieu Gilson
2020 J jnl
Propagation of Spiking Moments in Linear Hawkes Networks.
SIAM J. Appl. Dyn. Syst.
Matthieu Gilson, Jean-Pascal Pfister
2020 J jnl
The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networks.
PLoS Comput. Biol.
Matthieu Gilson, David Dahmen, Rubén Moreno-Bote, Andrea Insabato, Moritz Helias
2020 A* conf
Unfolding recurrence by Green's functions for optimized reservoir computing.
NeurIPS
Sandra Nestler, Christian Keup, David Dahmen, Matthieu Gilson, Holger Rauhut, Moritz Helias
2019 J jnl
Capacity of the covariance perceptron.
CoRR
David Dahmen, Matthieu Gilson, Moritz Helias
2019 J jnl
Distinct modes of functional connectivity induced by movie-watching.
NeuroImage
Murat Demirtas, Adrián Ponce-Alvarez, Matthieu Gilson, Patric Hagmann, Dante Mantini, Viviana Betti, Gian Luca Romani, Karl J. Friston, Maurizio Corbetta, Gustavo Deco
2019 J jnl
Network analysis of whole-brain fMRI dynamics: A new framework based on dynamic communicability.
NeuroImage
Matthieu Gilson, Nikos E. Kouvaris, Gustavo Deco, Jean-François Mangin, Cyril Poupon, Sandrine Lefranc, Denis Rivière, Gorka Zamora-López
2018 J jnl
Analysis of fMRI data using noise-diffusion network models: a new covariance-coding perspective.
Biol. Cybern.
Matthieu Gilson
2018 J jnl
Bayesian estimation for large scale multivariate Ornstein-Uhlenbeck model of brain connectivity.
CoRR
Andrea Insabato, John P. Cunningham, Matthieu Gilson
2018 J jnl
Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions.
NeuroImage
Matthieu Gilson, Gustavo Deco, Karl J. Friston, Patric Hagmann, Dante Mantini, Viviana Betti, Gian Luca Romani, Maurizio Corbetta
2018 J jnl
Extracting orthogonal subject- and condition-specific signatures from fMRI data using whole-brain effective connectivity.
NeuroImage
Vicente Pallarés, Andrea Insabato, Ana Sanjuán, Simone Kühn, Dante Mantini, Gustavo Deco, Matthieu Gilson
2018 J jnl
Propagation of moments in Hawkes networks.
CoRR
Matthieu Gilson, Jean-Pascal Pfister
2018 J jnl
Stereotypical modulations in dynamic functional connectivity explained by changes in BOLD variance.
NeuroImage
Katharina Glomb, Adrián Ponce-Alvarez, Matthieu Gilson, Petra Ritter, Gustavo Deco
2017 J jnl
Resting state networks in empirical and simulated dynamic functional connectivity.
NeuroImage
Katharina Glomb, Adrián Ponce-Alvarez, Matthieu Gilson, Petra Ritter, Gustavo Deco
2016 J jnl
Addendum: Models of Metaplasticity: A Review of Concepts.
Frontiers Comput. Neurosci.
Pierre Yger, Matthieu Gilson
2016 J jnl
Estimation of Directed Effective Connectivity from fMRI Functional Connectivity Hints at Asymmetries of Cortical Connectome.
PLoS Comput. Biol.
Matthieu Gilson, Rubén Moreno-Bote, Adrián Ponce-Alvarez, Petra Ritter, Gustavo Deco
2015 J jnl
Editorial: Emergent Neural Computation from the Interaction of Different Forms of Plasticity.
Frontiers Comput. Neurosci.
Matthieu Gilson, Cristina Savin, Friedemann Zenke
2015 J jnl
Models of Metaplasticity: A Review of Concepts.
Frontiers Comput. Neurosci.
Pierre Yger, Matthieu Gilson
2014 J jnl
Excitatory and inhibitory STDP jointly tune feedforward neural circuits to selectively propagate correlated spiking activity.
Frontiers Comput. Neurosci.
Florence I. Kleberg, Tomoki Fukai, Matthieu Gilson
2014 J jnl
On Stationary Distributions of Stochastic Neural Networks.
J. Appl. Probab.
Konstantin Borovkov, Geoffrey Decrouez, Matthieu Gilson
2013 J jnl
Delay Selection by Spike-Timing-Dependent Plasticity in Recurrent Networks of Spiking Neurons Receiving Oscillatory Inputs.
PLoS Comput. Biol.
Robert R. Kerr, Anthony N. Burkitt, Doreen A. Thomas, Matthieu Gilson, David B. Grayden
2012 J jnl
Frequency Selectivity Emerging from Spike-Timing-Dependent Plasticity.
Neural Comput.
Matthieu Gilson, Moritz Bürck, Anthony N. Burkitt, J. Leo van Hemmen
2012 J jnl
Spectral Analysis of Input Spike Trains by Spike-Timing-Dependent Plasticity.
PLoS Comput. Biol.
Matthieu Gilson, Tomoki Fukai, Anthony N. Burkitt
2011 J jnl
STDP Allows Fast Rate-Modulated Coding with Poisson-Like Spike Trains.
PLoS Comput. Biol.
Matthieu Gilson, Timothée Masquelier, Etienne Hugues
2010 J jnl
Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks V: self-organization schemes and weight dependence.
Biol. Cybern.
Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen
2010 J jnl
STDP in Recurrent Neuronal Networks.
Frontiers Comput. Neurosci.
Matthieu Gilson, Anthony N. Burkitt, J. Leo van Hemmen
2009 J jnl
Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks III: Partially connected neurons driven by spontaneous activity.
Biol. Cybern.
Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen
2009 J jnl
Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks IV.
Biol. Cybern.
Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen
2009 J jnl
Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. I. Input selectivity-strengthening correlated input pathways.
Biol. Cybern.
Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen
2009 J jnl
Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. II. Input selectivity - symmetry breaking.
Biol. Cybern.
Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen
2007 — conf
Spike-Timing Dependent Plasticity in Recurrently Connected Networks with Fixed External Inputs.
ICONIP (1)
Matthieu Gilson, David B. Grayden, J. Leo van Hemmen, Doreen A. Thomas, Anthony N. Burkitt
2007 J jnl
Spike-timing-dependent plasticity for neurons with recurrent connections.
Biol. Cybern.
Anthony N. Burkitt, Matthieu Gilson, J. Leo van Hemmen