Matthieu Gilson

发表

Imaging Connectomics and the Understanding of Brain Diseases.

Matthieu Gilson, Andrea Insabato, Gustavo Deco, 2019, Advances in experimental medicine and biology.

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

Matthieu Gilson, Tomoki Fukai, Anthony N. Burkitt, 2012, PLoS Comput. Biol..

Interplay between dendritic non-linearities and STDP

Matthieu Gilson, Tomoki Fukai, Taro Toyoizumi, 2011, BMC Neuroscience.

Models of Metaplasticity: A Review of Concepts

Matthieu Gilson, Pierre Yger, P. Yger, 2015, Front. Comput. Neurosci..

Inhibitory STDP improves temporal processing in disynaptic circuits

Matthieu Gilson, Tomoki Fukai, Florence I Kleberg, 2013, BMC Neuroscience.

Analysis of brain network dynamics estimated from fMRI data: A new framework based on communicability and flow

Matthieu Gilson, Gustavo Deco, Denis Rivière, 2018, bioRxiv.

Optimal spike pattern v.s. noise separation by neurons equipped with STDP

Matthieu Gilson, Timothée Masquelier, 2013, BMC Neuroscience.

On Stationary Distributions of Stochastic Neural Networks

Matthieu Gilson, Geoffrey Decrouez, Konstantin Borovkov, 2012, Journal of Applied Probability.

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

Matthieu Gilson, David B. Grayden, Anthony N. Burkitt, 2013, PLoS Comput. Biol..

Resting state networks in empirical and simulated dynamic functional connectivity

Matthieu Gilson, Gustavo Deco, Adrián Ponce-Alvarez, 2016, NeuroImage.

Propagation of BOLD Activity Reveals Task-dependent Directed Interactions Across Human Visual Cortex.

Matthieu Gilson, Gustavo Deco, Frans W Cornelissen, 2020, Cerebral cortex.

25th Annual Computational Neuroscience Meeting: CNS-2016

Morten L. Kringelbach, Majid Nili Ahmadabadi, Anders M. Dale, 2016, BMC Neuroscience.

Capacity of the covariance perceptron pdf

Matthieu Gilson, Moritz Helias, David Dahmen, 2019, ArXiv.

Model-based whole-brain effective connectivity to study distributed cognition in health and disease

Matthieu Gilson, Maurizio Corbetta, Andrea Insabato, 2019, bioRxiv.

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

Matthieu Gilson, David B. Grayden, Anthony N. Burkitt, 2007, ICONIP.

Addendum: Models of Metaplasticity: A Review of Concepts

Matthieu Gilson, Pierre Yger, 2016, Front. Comput. Neurosci..

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

Matthieu Gilson, M. Gilson, 2017, bioRxiv.

Distinct Functional Connectivity Mode during Viewing Natural Scenes Revealed by Principal Component Analysis

Matthieu Gilson, Viviana Betti, Karl J. Friston, 2018, bioRxiv.

Model-based whole-brain effective connectivity to study distributed cognition in health and disease

Matthieu Gilson, Maurizio Corbetta, Andrea Insabato, 2019 .

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

Matthieu Gilson, Gustavo Deco, Cyril Poupon, 2019 .

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

Matthieu Gilson, Viviana Betti, Karl J. Friston, 2017, NeuroImage.

Exploring Anti-correlated Resting State BOLD Signals Through Dynamic Functional Connectivity and Whole-brain Computational Modeling

Matthieu Gilson, Gustavo Deco, John D. Murray, 2016, bioRxiv.

Biological learning mechanisms in spiking neuronal networks

Matthieu Gilson, M. Gilson, 2009 .

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

Matthieu Gilson, David B. Grayden, Anthony N. Burkitt, 2009, Biological Cybernetics.

Role of external stimulation in shaping evoked activity in a macroscopic model of cortex

Matthieu Gilson, Gustavo Deco, Adrian Ponce-Alvarez, 2014, BMC Neuroscience.

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

Matthieu Gilson, Timothée Masquelier, Etienne Hugues, 2011, PLoS Comput. Biol..

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

Matthieu Gilson, Andrea Insabato, Moritz Helias, 2020, PLoS computational biology.

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

Matthieu Gilson, David B. Grayden, Anthony N. Burkitt, 2009, Biological Cybernetics.

ENTRAÎNEMENT DE RÉSEAUX DE NEURONES RÉCURRENTS À PULSES APPLIQUÉ À LA MODÉLISATION D'UN TISSU NEURONAL BIOLOGIQUE

Matthieu Gilson, 2003 .

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

Matthieu Gilson, David B. Grayden, Anthony N. Burkitt, 2010, Biological Cybernetics.

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

Matthieu Gilson, David B. Grayden, Anthony N. Burkitt, 2009, Biological Cybernetics.

Distinct modes of functional connectivity induced by movie-watching

Matthieu Gilson, Viviana Betti, Karl J. Friston, 2019, NeuroImage.

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

Matthieu Gilson, David B. Grayden, Anthony N. Burkitt, 2009, Biological Cybernetics.

Spike-timing-dependent plasticity for neurons with recurrent connections

Matthieu Gilson, Anthony N. Burkitt, J. Leo van Hemmen, 2007, Biological Cybernetics.

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

Matthieu Gilson, 2017 .

Matthieu Gilson, Gustavo Deco, Rainer Goebel, 2017, bioRxiv.

Influence of synaptic delays in a neuronal map emerging from STDP

Matthieu Gilson, Tomoki Fukai, 2011, Neuroscience Research.

Goal-directed control with cortical units that are gated by both top-down feedback and oscillatory coherence

Matthieu Gilson, Anthony N Burkitt, David B Grayden, 2014, Front. Neural Circuits.

Matthieu Gilson, Gustavo Deco, Rainer Goebel, 2017 .

Comparing Task-Relevant Information Across Different Methods of Extracting Functional Connectivity

Matthieu Gilson, Gustavo Deco, Andrea Insabato, 2018, bioRxiv.

Robust extraction of spatio-temporal patterns from resting state fMRI

Matthieu Gilson, Gustavo Deco, Adrián Ponce-Alvarez, 2016 .

Propagation of moments in Hawkes networks pdf

Matthieu Gilson, Jean-Pascal Pfister, J. Pfister, 2018, ArXiv.

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

Matthieu Gilson, Moritz Helias, Andrea Insabato, 2019, bioRxiv.

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

Matthieu Gilson, John P. Cunningham, Andrea Insabato, 2018, ArXiv.

Frequency Selectivity Emerging from Spike-Timing-Dependent Plasticity

Matthieu Gilson, Anthony N. Burkitt, J. Leo van Hemmen, 2012, Neural Computation.

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

Matthieu Gilson, Tomoki Fukai, Florence I. Kleberg, 2014, Front. Comput. Neurosci..

Model-based whole-brain effective connectivity to study distributed cognition in health and disease

Matthieu Gilson, Maurizio Corbetta, Gustavo Deco, 2019, bioRxiv.

Subject- and behavior-specific signatures extracted from fMRI data using whole-brain effective connectivity

Matthieu Gilson, Gustavo Deco, Andrea Insabato, 2017, bioRxiv.

STDP in Recurrent Neuronal Networks

Matthieu Gilson, Anthony N. Burkitt, J. Leo van Hemmen, 2010, Front. Comput. Neurosci..

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

Matthieu Gilson, Gustavo Deco, Adrián Ponce-Alvarez, 2017, NeuroImage.

Extracting orthogonal subject- and behavior-specific signatures from fMRI data using whole-brain effective connectivity (Version posted online February 12, 2018)

Matthieu Gilson, Andrea Insabato, Gustavo Deco, 2017 .

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

Matthieu Gilson, Cristina Savin, Friedemann Zenke, 2015, Front. Comput. Neurosci..

Emergent Neural Computation from the Interaction of Different Forms of Plasticity

Matthieu Gilson, Cristina Savin, Friedemann Zenke, 2016 .

Propagation of BOLD activity reveals task-dependent directed interactions across human visual cortex

Matthieu Gilson, Gustavo Deco, Frans W. Cornelissen, 2017, bioRxiv.

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

Matthieu Gilson, Gustavo Deco, Dante Mantini, 2018, NeuroImage.

Unfolding recurrence by Green's functions for optimized reservoir computing

Matthieu Gilson, Moritz Helias, Holger Rauhut, 2020, NeurIPS.

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

Matthieu Gilson, Jean-Francois Mangin, Gustavo Deco, 2019, NeuroImage.

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

Matthieu Gilson, Gustavo Deco, Adrián Ponce-Alvarez, 2016, PLoS Comput. Biol..

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2

Minoru Asada, Anders M. Dale, Anna Devor, 2017, BMC Neuroscience.

Dynamic communicability and flow to describe complex network dynamics with linear feedback

Matthieu Gilson, Gustavo Deco, Gorka Zamora-López, 2017 .

Stability versus Neuronal Specialization for STDP: Long-Tail Weight Distributions Solve the Dilemma

Matthieu Gilson, Tomoki Fukai, T. Fukai, 2011, PloS one.

Resting State Networks in empirical and simulated dynamic functional connectivity

Matthieu Gilson, Gustavo Deco, Adrián Ponce-Alvarez, 2017 .