In the Lab, we question the computational basis of environment exploration and decision making from microscopic to macroscopic dynamics. We approach these topics through collaborative experiments and through theoretical approaches combining Physical based modelling, Bayesian Inference and Statistical Theory.
Dissection of neural circuits underlying decisions and sequences in the Drosophila larva
Background Making appropriate behavioral choices depending on the environment and one’s internal state is essential for survival. Yet, the neural basis of the decision-making process leading to appropriate behavioral choices and how these can […]
Post-Doctoral/Research Engineer: 3D Segmentation in virtual reality with Bayesian learning
Description The DIVA (Data Integration and Visualization in Virtual and Augmented Environments) project aims to create environments for data treatment that leverages virtual reality (VR), human-data interaction and automated algorithms. It is a joint […]
Software Engineer for DIVA Project
Description The DIVA project aids scientific users in the interpretation of their imaging data using virtual reality (VR). This multidisciplinary project is localized between two laboratories : Light-Based observation and control of cellular organisation […]
Numerical methods for temporal networks
Time-varying (temporal) networks provide an efficient formalism to study many complex real-world systems. They notably provide a natural modeling framework of structural and functional brain networks, protein interaction networks, social interactions, information and epidemic […]
Deciding in Complex Environments
This project aims at understanding the dynamical behaviour of drosophila larva. The larva is a ~10000 neurons that exhibit complex behaviour dynamics in response to external stimuli and to possible internal states. This project is […]
Mapping Receptor Dynamics In Synapses
This project aims at understanding the synaptic environment at the single receptor scale. Now that large amounts of dynamical single molecule data are available and that single molecule science is slowly transitioning into a big […]
DIVA — Data Integration and Visualisation in Augmented and Virtual Environments
A Unique Software Platform for Complex Image Analysis Using Virtual Reality DIVA (Data Integration and Visualization in Augmented and Virtual Environments) is a software platform jointly developed by the Decision and Bayesian Computation lab […]
INCEPTION – Institut Convergence for the study of Emergence of Pathology Through Individuals and Populations
IINCEPTION Goal The Inception’s goal is to develop a core structure to mobilize data resources, numerical sciences, and fundamental experimental biology in a range of health issues. Inception program uses Integrative Biology, Social Science […]
DIVA is a software platform that enhances the analysis of biomedical and microscopy images using virtual reality. It virtually places users inside rich 3D environments based on their experimentally acquired imaging data. Highly interactive, it […]
Method and device for monitoring detection of odours by moving animals or by moving apparatus in turbulent flows
This patent consist on the combine use of electronics and antenna of insects to measure odour on moving systems (alive or not). It allows the measure of odour paths. An example of odour path […]
2018Single molecule localisation microscopy reveals how HIV-1 Gag proteins sense membrane virus assembly sites in living host CD4 T cells, Sci Rep 2018 Nov;8(1):16283.
2018Single-particle trajectories reveal two-state diffusion-kinetics of hOGG1 proteins on DNA, Nucleic Acids Res. 2018 Jan;.
2017Olfactory coding in the turbulent realm, PLoS Comput. Biol. 2017 Dec;13(12):e1005870.
2017Gradients of Rac1 Nanoclusters Support Spatial Patterns of Rac1 Signaling, Cell Rep 2017 Nov;21(7):1922-1935.
2015Multi-robot searching with sparse binary cues and limited space perception, Front. Robot. AI 2:12. doi: 10.3389/frobt.2015.00012.
2014Using insect electroantennogram sensors on autonomous robots for olfactory searches, J Vis Exp 2014 Aug;(90):e51704.
2012Inflammatory chemokines direct and restrict leukocyte migration within live tissues as glycan-bound gradients, Curr. Biol. 2012 Dec;22(24):2375-82.
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