Integrate-and-fire network model of activity propagation from thalamus to cortex. - Matteo Saponati; Jordi García-Ojalvo; Enrico Cataldo; Alberto Mazzoni (Biosyst., 2019)

A feedback control optimizer for online and hardware-aware training of Spiking Neural Networks. - Matteo Saponati; Chiara De Luca; Giacomo Indiveri; Benjamin F. Grewe (NICE, 2025)

The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training. - Matteo Saponati; Pascal Sager; Pau Vilimelis Aceituno; Thilo Stadelmann; Benjamin F. Grewe (CoRR, 2025)