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List of works by Matthieu Gilson

An integrative dynamical perspective for graph theory and the analysis of complex networks

scientific article published in April 2024

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

scientific article published on 4 December 2017

Beyond the disconnectivity hypothesis of schizophrenia

scientific article published on 01 March 2020

Coexistence of reward and unsupervised learning during the operant conditioning of neural firing rates

scientific article

Delay selection by spike-timing-dependent plasticity in recurrent networks of spiking neurons receiving oscillatory inputs

scientific article

Distinct modes of functional connectivity induced by movie-watching

scientific article published on 17 September 2018

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

scientific article

Effective Connectivity in Depression

scientific article published on 23 October 2017

Effective connectivity in autism

scientific article published on 27 October 2019

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

scientific article published on 9 October 2017

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

scientific article published on 24 November 2009

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks IV: structuring synaptic pathways among recurrent connections.

scientific article published on 24 November 2009

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

scientific article published on 29 September 2010

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

scientific article published on 18 June 2009

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

scientific article published on 18 June 2009

Erratum: Addendum: Models of Metaplasticity: A Review of Concepts

scientific article published on 28 January 2016

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

scientific article

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

scientific article published on 7 May 2014

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

scientific article published on 22 May 2018

Framework based on communicability and flow to analyze complex network dynamics

scientific article published on 01 May 2018

Frequency selectivity emerging from spike-timing-dependent plasticity

scientific article published on 26 June 2012

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

scientific article

Imaging Connectomics and the Understanding of Brain Diseases

scientific article published on 01 January 2019

Inhibitory synaptic plasticity: spike timing-dependence and putative network function.

scientific article

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

scientific article published on 01 April 2020

Models of Metaplasticity: A Review of Concepts

scientific article

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

scientific article published on 12 July 2019

Nonparametric test for connectivity detection in multivariate autoregressive networks and application to multiunit activity data

scientific article published on 01 December 2017

One session of fMRI-Neurofeedback training on motor imagery modulates whole-brain effective connectivity and dynamical complexity

scientific article published in July 2022

Representation of input structure in synaptic weights by spike-timing-dependent plasticity.

scientific article published on 13 August 2010

Resting state networks in empirical and simulated dynamic functional connectivity

scientific article published on 03 August 2017

STDP allows fast rate-modulated coding with Poisson-like spike trains

scientific article

STDP in Recurrent Neuronal Networks.

scientific article published on 10 September 2010

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

scientific article published on July 5, 2012

Spike-timing-dependent plasticity for neurons with recurrent connections

scientific article published on 6 April 2007

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

scientific article published on 30 December 2017

Task-related effective connectivity reveals that the cortical rich club gates cortex-wide communication

scientific article published on 8 December 2017

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

scientific article published on 12 October 2020

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