Improving Neural Predictivity in the Visual Cortex with Gated Recurrent Connections. - Simone Azeglio; Simone Poetto; Luca Savant Aira; Marco Nurisso (CoRR, 2022)

Topological obstruction to the training of shallow ReLU neural networks. - Marco Nurisso; Pierrick Leroy; Francesco Vaccarino (NeurIPS, 2024)

ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain. - Guillermo Bernárdez; Lev Telyatnikov; Marco Montagna; Federica Baccini; Mathilde Papillon; Miquel Ferriol Galmés; Mustafa Hajij; Theodore Papamarkou; Maria Sofia Bucarelli; Olga Zaghen; Johan Mathe; Audun Myers; et al. (CoRR, 2024)

Bound by semanticity: universal laws governing the generalization-identification tradeoff. - Marco Nurisso; Jesseba Fernando; Raj Deshpande; Alan Perotti; Raja Marjieh; Steven M. Frankland; Richard L. Lewis; Taylor W. Webb; Declan Campbell; Francesco Vaccarino; Jonathan D. Cohen 003; Giovanni Petri (CoRR, 2025)

Attributes Shape the Embedding Space of Face Recognition Models. - Pierrick Leroy; Antonio Mastropietro; Marco Nurisso; Francesco Vaccarino (CoRR, 2025)