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Computing & Data Science


The Computing and Data Science team is dedicated to bring the ICN laboratory to cutting-edge level in informatics and data science. It provides hardware infrastructure (computing cluster, etc., see the Intranet Wiki) and theoretical and practical expertise (artificial intelligence, software, etc., see Thomas Deneux’s page). It also hosts its own innovative neuro-robotics project.


Selected Publications

- Thomas Deneux, Attila Kaszas, Gergely Szalay, Gergely Katona, Tamás Lakner, Amiram Grinvald, Bálazs Rózsa and Ivo Vanzetta, Accurate spike estimation from noisy calcium signals for ultrafast three-dimensional imaging of large neuronal populations in vivo, Nature Communications 7 : , (2016)

- Philipp Berens, Jeremy Freeman, Thomas Deneux, Nicolas Chenkov, Thomas McColgan, Artur Speiser, Jakob Macke, Srinivas Turaga, Patrick Mineault, Peter Rupprecht, Stephan Gerhard, Rainer Friedrich, Johannes Friedrich, Liam Paninski, Marius Pachitariu, Kenneth Harris, Ben Bolte, Timothy Machado, Dario Ringach, Jacob Reimer, Emmanouil Froudarakis, Thomas Euler, Miroslav Roman-Roson, Lucas Theis, Andreas Tolias and Matthias Bethge, Community-based benchmarking improves spike inference from two-photon calcium imaging data, bioRxiv : , (2017)

- Benjamin Roland, Thomas Deneux, Kevin Franks, Brice Bathellier and Alexander Fleischmann, Odor identity coding by distributed ensembles of neurons in the mouse olfactory cortex, Elife 6 : , (2017)

- Thomas Deneux, Alexandre Kempf, Aurélie Daret, Emmanuel Ponsot and Brice Bathellier, Temporal asymmetries in auditory coding and perception reflect multi-layered nonlinearities, Nature Communications 7 : 12682, (2016)

- Charlotte Deleuze, D Francois, Sébastien Béhuret, Gérard Sadoc, Hee-Sup Shin, Victor N. Uebele, John J. Renger, Régis C. Lambert, Nathalie Leresche and Thierry Bal, T-Type Calcium Channels Consolidate Tonic Action Potential Output of Thalamic Neurons to Neocortex, Journal of Neuroscience 32 (35) : 12228–12236, (2012)


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