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Matthieu GILSON

matthieu.gilson [at] upf.edu
ORCID 0000-0002-6726-7207

Center for Brain and Cognition
Departament de Tecnologies de la Informació i les Comunicacions
Universitat Pompeu Fabra, Barcelona (Spain)

Computational Neuroscience

I study models of neuronal networks, their dynamics and emerging functions. I also use them to interpret neuroimaging and electrophysiological data. My continuing interest is on distributed representations and computations in neuronal networks. I am currently a post-doc working within the Human Brain Project in the lab of Prof Gustavo Deco.

Recent news

• Slides for EITN spring school (April 2019, link to EITN)
• July 2019: Workshop on Functional network dynamics: Recent mathematical perspectives during the CNS 2019 conference in Barcelona (Spain).
• Feb 2019: new preprint The covariance perceptron: A new framework for classification and processing of time series in recurrent neural networks.
• Jan 2019: new preprint MOU-EC: model-based whole-brain effective connectivity to extract biomarkers for brain dynamics from fMRI data and study distributed cognition.
• Jan 2019: update of preprint Network analysis of whole-brain fMRI dynamics: A new framework based on dynamic communicability.
• Oct 2018: new preprint Propagation of moments in Hawkes networks.
• older news
• See also Resources for links to code and slides.

Current and past funding

• Marie Sklodowska-Curie Action fellowship (March 2016 - March 2018): NeuArc2Fun project
• Human Brain Project, work package led by Gustavo Deco (February 2014 - March 2015)
• PhD scholarship from the University of Melbourne (2005-2009)

External links

• Gustavo's group at UPF
• Human Brain Project
• CNS conference
• Sociedad española de neurociencia