Research

Publications

Noemi Montobbio, Andrea Cavallo, Dalila Albergo, Caterina Ansuini, Francesca Battaglia, Jessica Podda, Lino Nobili, Stefano Panzeri, Cristina Becchio (2022). Intersecting kinematic encoding and readout of intention in autism. Proceedings of the National Academy of Sciences, 119(5). doi:10.1073/pnas.2114648119.
Federico Bertoni, Noemi Montobbio, Alessandro Sarti, Giovanna Citti (2021). Emergence of Lie symmetries in functional architectures learned by CNNs. Frontiers In Computational Neuroscience, 15. doi:10.3389/fncom.2021.694505.
Noemi Montobbio, Laurent Bonnasse-Gahot, Giovanna Citti, Alessandro Sarti (2019). KerCNNs: biologically inspired lateral connections for classification of corrupted images. [preprint]
Noemi Montobbio, Alessandro Sarti, Giovanna Citti (2019). A metric model for the functional architecture of the visual cortex. SIAM J Appl Math, 80(2), 1057-108. doi:10.1137/18M120141X.
Noemi Montobbio, Giovanna Citti, Alessandro Sarti (2019). From receptive profiles to a metric model of V1. J Comput Neurosci, Springer, 46(3), 257-277. doi:10.1007/s10827-019-00716-6.

November 2021. Invited talk in "Neural networks for Mathematicians" mini-symposium @ NBMDS
June 2021. Invited talk in "The mathematics of vision: from cortical-inspired modelling to perception" mini-symposium @ ICMNS2021
June 2021. Participation in iCog workshop "Cognitive Psychology and Robotics: Bridging the Gap"
May 2021. Poster presentation @ V-VSS 2021
May 2021. Poster presentation @ INSAR 2021 Virtual Annual Meeting
April 2020. Invited talk @ ELLIS Workshop on Geometric and Relational Deep Learning
April 2019. Séminaire Neuromathématiques @ Collège de France, Paris
March 2019. BAD Seminar @ Department of Mathematics, Università di Bologna
February 2019. Séminaire étudiant @ CAMS (EHESS), Paris