Michaël Defferrard

This paper presents a deep learning framework that classifies neuronal morphologies using topology and graph neural networks, achieving accuracy comparable to human experts.

RosettaSurf is a computational design method that optimizes protein surfaces for functional sites, showing success in generating epitope mimics through surface-centric design.

This paper introduces a method using network harmonics to track fast EEG dynamics during a face detection task with subsecond resolution.