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

Jan 2020: revised work about covariance perceptron, now divided into two papers for learning theory ( biorxiv preprint) and memory capacity (arxiv preprint).
Dec 2019: manuscript accepted in Network Neuroscience Model-based whole-brain effective connectivity to study distributed cognition in health and disease. (was previously entitled "MOU-EC: model-based whole-brain effective connectivity to extract biomarkers for brain dynamics from fMRI data and study distributed cognition")
Dec 2019: manuscript accepted in SIADS Propagation of spiking moments in linear Hawkes networks.

older news (preprints, past workshops, etc.)
See also Resources for links to code and slides.

Current and past funding

MSE visiting fellowship (June-July 2020) at The University of Melbourne
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)

Matthieu GILSON

Computational Neuroscience

Recent news

Current and past funding

External links