Matthieu Gilson

2.1k total citations
50 papers, 1.2k citations indexed

About

Matthieu Gilson is a scholar working on Cognitive Neuroscience, Cellular and Molecular Neuroscience and Electrical and Electronic Engineering. According to data from OpenAlex, Matthieu Gilson has authored 50 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 45 papers in Cognitive Neuroscience, 19 papers in Cellular and Molecular Neuroscience and 19 papers in Electrical and Electronic Engineering. Recurrent topics in Matthieu Gilson's work include Neural dynamics and brain function (37 papers), Functional Brain Connectivity Studies (23 papers) and Advanced Memory and Neural Computing (19 papers). Matthieu Gilson is often cited by papers focused on Neural dynamics and brain function (37 papers), Functional Brain Connectivity Studies (23 papers) and Advanced Memory and Neural Computing (19 papers). Matthieu Gilson collaborates with scholars based in Spain, Germany and Australia. Matthieu Gilson's co-authors include Gustavo Deco, Anthony N. Burkitt, J. Leo van Hemmen, Tomoki Fukai, David B. Grayden, D. A. Thomas, Adrián Ponce‐Alvarez, Petra Ritter, Pierre Yger and Rubén Moreno‐Bote and has published in prestigious journals such as PLoS ONE, NeuroImage and Cerebral Cortex.

In The Last Decade

Matthieu Gilson

46 papers receiving 1.2k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Matthieu Gilson Spain 21 1.1k 475 397 174 100 50 1.2k
Sacha J. van Albada Germany 17 871 0.8× 395 0.8× 238 0.6× 78 0.4× 40 0.4× 46 1.2k
Jean‐Philippe Thivierge Canada 14 931 0.9× 343 0.7× 127 0.3× 248 1.4× 63 0.6× 52 1.2k
Etienne Hugues Spain 13 905 0.8× 419 0.9× 85 0.2× 187 1.1× 58 0.6× 20 1.2k
Alberto Bernacchia United States 12 1.4k 1.3× 314 0.7× 149 0.4× 175 1.0× 86 0.9× 25 1.6k
Lyle Muller Canada 17 1.1k 1.0× 476 1.0× 135 0.3× 49 0.3× 75 0.8× 54 1.2k
Nikola T. Markov United States 9 1.6k 1.4× 369 0.8× 81 0.2× 365 2.1× 88 0.9× 13 1.7k
Adrián Ponce‐Alvarez Spain 21 1.7k 1.6× 375 0.8× 88 0.2× 450 2.6× 132 1.3× 37 1.9k
Nima Dehghani United States 14 1.0k 0.9× 443 0.9× 79 0.2× 64 0.4× 121 1.2× 22 1.1k
Oren Shriki Israel 18 1.0k 1.0× 242 0.5× 126 0.3× 49 0.3× 88 0.9× 46 1.2k
René Quilodran France 8 1.2k 1.1× 284 0.6× 100 0.3× 147 0.8× 56 0.6× 10 1.3k

Countries citing papers authored by Matthieu Gilson

Since Specialization
Citations

This map shows the geographic impact of Matthieu Gilson's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Matthieu Gilson with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matthieu Gilson more than expected).

Fields of papers citing papers by Matthieu Gilson

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Matthieu Gilson. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Matthieu Gilson. The network helps show where Matthieu Gilson may publish in the future.

Co-authorship network of co-authors of Matthieu Gilson

This figure shows the co-authorship network connecting the top 25 collaborators of Matthieu Gilson. A scholar is included among the top collaborators of Matthieu Gilson based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Matthieu Gilson. Matthieu Gilson is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Gilson, Matthieu, Riccardo Zucca, Alessandro Príncipe, et al.. (2024). A comparative study between a power and a connectivity sEEG biomarker for seizure-onset zone identification in temporal lobe epilepsy. Journal of Neuroscience Methods. 411. 110238–110238. 1 indexed citations
2.
Marins, Theo, Anira Escrichs, Matthieu Gilson, et al.. (2022). One session of fMRI-Neurofeedback training on motor imagery modulates whole-brain effective connectivity and dynamical complexity. Cerebral Cortex Communications. 3(3). tgac027–tgac027. 6 indexed citations
3.
Escrichs, Anira, Estela Càmara, Theo Marins, et al.. (2022). Meditation-induced effects on whole-brain structural and effective connectivity. Brain Structure and Function. 227(6). 2087–2102. 10 indexed citations
4.
Kobeleva, Xenia, Gaël Varoquaux, Alain Dagher, et al.. (2022). Advancing brain network models to reconcile functional neuroimaging and clinical research. NeuroImage Clinical. 36. 103262–103262. 5 indexed citations
5.
Adhikari, Mohit H., Joseph C. Griffis, Joshua S. Siegel, et al.. (2021). Effective connectivity extracts clinically relevant prognostic information from resting state activity in stroke. Brain Communications. 3(4). fcab233–fcab233. 16 indexed citations
6.
Gravel, Nicolás, Remco J. Renken, Ben M. Harvey, et al.. (2020). Propagation of BOLD Activity Reveals Task-dependent Directed Interactions Across Human Visual Cortex. Cerebral Cortex. 30(11). 5899–5914. 5 indexed citations
7.
Gilson, Matthieu, et al.. (2020). The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networks. PLoS Computational Biology. 16(10). e1008127–e1008127. 7 indexed citations
8.
Demirtaş, Murat, Adrián Ponce‐Alvarez, Matthieu Gilson, et al.. (2018). Distinct modes of functional connectivity induced by movie-watching. NeuroImage. 184. 335–348. 23 indexed citations
9.
Sanjuán, Ana, et al.. (2018). Extracting orthogonal subject- and condition-specific signatures from fMRI data using whole-brain effective connectivity. NeuroImage. 178. 238–254. 29 indexed citations
10.
Gilson, Matthieu, Nikos E. Kouvaris, Gustavo Deco, & Gorka Zamora‐López. (2018). Framework based on communicability and flow to analyze complex network dynamics. Physical review. E. 97(5). 52301–52301. 12 indexed citations
11.
Rolls, Edmund T., Matthieu Gilson, Jiang Qiu, et al.. (2017). Effective Connectivity in Depression. Biological Psychiatry Cognitive Neuroscience and Neuroimaging. 3(2). 187–197. 72 indexed citations
12.
Gilson, Matthieu, Rubén Moreno‐Bote, Adrián Ponce‐Alvarez, Petra Ritter, & Gustavo Deco. (2016). Estimation of Directed Effective Connectivity from fMRI Functional Connectivity Hints at Asymmetries of Cortical Connectome. PLoS Computational Biology. 12(3). e1004762–e1004762. 119 indexed citations
13.
Yger, Pierre & Matthieu Gilson. (2015). Models of Metaplasticity: A Review of Concepts. Frontiers in Computational Neuroscience. 9. 138–138. 57 indexed citations
14.
Grayden, David B., et al.. (2014). Coexistence of Reward and Unsupervised Learning During the Operant Conditioning of Neural Firing Rates. PLoS ONE. 9(1). e87123–e87123. 3 indexed citations
15.
Grayden, David B., et al.. (2014). Goal-directed control with cortical units that are gated by both top-down feedback and oscillatory coherence. Frontiers in Neural Circuits. 8. 94–94. 2 indexed citations
16.
Burkitt, Anthony N., et al.. (2013). Delay Selection by Spike-Timing-Dependent Plasticity in Recurrent Networks of Spiking Neurons Receiving Oscillatory Inputs. PLoS Computational Biology. 9(2). e1002897–e1002897. 19 indexed citations
17.
Gilson, Matthieu, Tomoki Fukai, & Anthony N. Burkitt. (2012). Spectral Analysis of Input Spike Trains by Spike-Timing-Dependent Plasticity. PLoS Computational Biology. 8(7). e1002584–e1002584. 12 indexed citations
18.
Gilson, Matthieu, Anthony N. Burkitt, David B. Grayden, D. A. Thomas, & J. Leo van Hemmen. (2010). Representation of input structure in synaptic weights by spike-timing-dependent plasticity. Physical Review E. 82(2). 21912–21912. 7 indexed citations
19.
Gilson, Matthieu. (2010). STDP in recurrent neuronal networks. Frontiers in Computational Neuroscience. 4. 60 indexed citations
20.
Gilson, Matthieu, Anthony N. Burkitt, David B. Grayden, D. A. Thomas, & J. Leo van Hemmen. (2009). Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks IV. Biological Cybernetics. 101(5-6). 427–444. 46 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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