Quentin Cormier

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I am a PhD student at Inria Sophia-Antipolis in the TOSCA team.

I am doing my thesis under the direction of Etienne Tanré and Romain Veltz.

PhD project: I am studying mathematically models of spiking neurons. The neurons interact through spikes. The dynamic of each neuron is stochastic and can be described using Point processes / Jump processes. In the limit of large networks, the model can be reduced to a (stochastic) Mean-Field equation (McKean-Vlasov equation). I am studying its long time behavior, using both probabilistic and deterministic tools.

ORCID: orcid.org/0000-0002-2634-9134

Email: quentin.cormier@inria.fr

Office: 2004, route des Lucioles - Sophia Antipolis; Batiment Galois; Bureau G21. Phone number: + 33 4 92 38 78 59.

Publications

[Google Scholar, Arxiv, HAL]

Launch and Iterate: Reducing Prediction Churn (with Mahdi Milani Fard, Kevin Canini and Maya Gupta)
Advances in Neural Information Processing Systems 29 (NIPS 2016)

Long time behavior of a mean-field model of interacting neurons (with Etienne Tanré and Romain Veltz)
Stochastic Processes and their Applications Arxiv, HAL.

Talks

Institut Camille Jordan: Nonlinear Processes and their Applications - 05/07/19 Slides

EITN: Mean-field approaches to the dynamics of neuronal networks - 04/04/19 Slides

TOSCA Seminar - 06/02/19