Matthieu Gilson

According to our database, Matthieu Gilson authored at least 32 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Neuronal architecture extracts statistical temporal patterns.

Sandra Nestler, Moritz Helias, Matthieu Gilson

CoRR, 2023

2020

Propagation of Spiking Moments in Linear Hawkes Networks.

Matthieu Gilson, Jean-Pascal Pfister

SIAM J. Appl. Dyn. Syst., 2020

The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networks.

Matthieu Gilson, David Dahmen, Rubén Moreno-Bote, Andrea Insabato, Moritz Helias

PLoS Comput. Biol., 2020

Unfolding recurrence by Green's functions for optimized reservoir computing.

Sandra Nestler, Christian Keup, David Dahmen, Matthieu Gilson, Holger Rauhut, Moritz Helias

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Network analysis of whole-brain fMRI dynamics: A new framework based on dynamic communicability.

Matthieu Gilson, Nikos E. Kouvaris, Gustavo Deco, Jean-François Mangin, Cyril Poupon, Sandrine Lefranc, Denis Rivière, Gorka Zamora-López

NeuroImage, 2019

Distinct modes of functional connectivity induced by movie-watching.

Murat Demirtas, Adrián Ponce-Alvarez, Matthieu Gilson, Patric Hagmann, Dante Mantini, Viviana Betti, Gian Luca Romani, Karl J. Friston, Maurizio Corbetta, Gustavo Deco

NeuroImage, 2019

Capacity of the covariance perceptron.

David Dahmen, Matthieu Gilson, Moritz Helias

CoRR, 2019

2018

Extracting orthogonal subject- and condition-specific signatures from fMRI data using whole-brain effective connectivity.

Vicente Pallarés, Andrea Insabato, Ana Sanjuán, Simone Kühn, Dante Mantini, Gustavo Deco, Matthieu Gilson

NeuroImage, 2018

Stereotypical modulations in dynamic functional connectivity explained by changes in BOLD variance.

Katharina Glomb, Adrián Ponce-Alvarez, Matthieu Gilson, Petra Ritter, Gustavo Deco

NeuroImage, 2018

Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions.

Matthieu Gilson, Gustavo Deco, Karl J. Friston, Patric Hagmann, Dante Mantini, Viviana Betti, Gian Luca Romani, Maurizio Corbetta

NeuroImage, 2018

Propagation of moments in Hawkes networks.

Matthieu Gilson, Jean-Pascal Pfister

CoRR, 2018

Bayesian estimation for large scale multivariate Ornstein-Uhlenbeck model of brain connectivity.

Andrea Insabato, John P. Cunningham, Matthieu Gilson

CoRR, 2018

Analysis of fMRI data using noise-diffusion network models: a new covariance-coding perspective.

Matthieu Gilson

Biol. Cybern., 2018

2017

Resting state networks in empirical and simulated dynamic functional connectivity.

Katharina Glomb, Adrián Ponce-Alvarez, Matthieu Gilson, Petra Ritter, Gustavo Deco

NeuroImage, 2017

2016

Estimation of Directed Effective Connectivity from fMRI Functional Connectivity Hints at Asymmetries of Cortical Connectome.

Matthieu Gilson, Rubén Moreno-Bote, Adrián Ponce-Alvarez, Petra Ritter, Gustavo Deco

PLoS Comput. Biol., 2016

Addendum: Models of Metaplasticity: A Review of Concepts.

Pierre Yger, Matthieu Gilson

Frontiers Comput. Neurosci., 2016

2015

Models of Metaplasticity: A Review of Concepts.

Pierre Yger, Matthieu Gilson

Frontiers Comput. Neurosci., 2015

Editorial: Emergent Neural Computation from the Interaction of Different Forms of Plasticity.

Matthieu Gilson, Cristina Savin, Friedemann Zenke

Frontiers Comput. Neurosci., 2015

2014

On Stationary Distributions of Stochastic Neural Networks.

Konstantin Borovkov, Geoffrey Decrouez, Matthieu Gilson

J. Appl. Probab., 2014

Excitatory and inhibitory STDP jointly tune feedforward neural circuits to selectively propagate correlated spiking activity.

Florence I. Kleberg, Tomoki Fukai, Matthieu Gilson

Frontiers Comput. Neurosci., 2014

2013

Delay Selection by Spike-Timing-Dependent Plasticity in Recurrent Networks of Spiking Neurons Receiving Oscillatory Inputs.

Robert R. Kerr, Anthony N. Burkitt, Doreen A. Thomas, Matthieu Gilson, David B. Grayden

PLoS Comput. Biol., 2013

2012

Spectral Analysis of Input Spike Trains by Spike-Timing-Dependent Plasticity.

Matthieu Gilson, Tomoki Fukai, Anthony N. Burkitt

PLoS Comput. Biol., 2012

Frequency Selectivity Emerging from Spike-Timing-Dependent Plasticity.

Matthieu Gilson, Moritz Bürck, Anthony N. Burkitt, J. Leo van Hemmen

Neural Comput., 2012

2011

STDP Allows Fast Rate-Modulated Coding with Poisson-Like Spike Trains.

Matthieu Gilson, Timothée Masquelier, Etienne Hugues

PLoS Comput. Biol., 2011

2010

STDP in Recurrent Neuronal Networks.

Matthieu Gilson, Anthony N. Burkitt, J. Leo van Hemmen

Frontiers Comput. Neurosci., 2010

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks V: self-organization schemes and weight dependence.

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen

Biol. Cybern., 2010

2009

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks IV.

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen

Biol. Cybern., 2009

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks III: Partially connected neurons driven by spontaneous activity.

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen

Biol. Cybern., 2009

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. II. Input selectivity - symmetry breaking.

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen

Biol. Cybern., 2009

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. I. Input selectivity-strengthening correlated input pathways.

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen

Biol. Cybern., 2009

2007

Spike-timing-dependent plasticity for neurons with recurrent connections.

Anthony N. Burkitt, Matthieu Gilson, J. Leo van Hemmen

Biol. Cybern., 2007

Spike-Timing Dependent Plasticity in Recurrently Connected Networks with Fixed External Inputs.

Matthieu Gilson, David B. Grayden, J. Leo van Hemmen, Doreen A. Thomas, Anthony N. Burkitt

Proceedings of the Neural Information Processing, 14th International Conference, 2007