Machine learning in spectral domain. - Lorenzo Giambagli; Lorenzo Buffoni; Timoteo Carletti; Walter Nocentini; Duccio Fanelli (CoRR, 2020)

On the training of sparse and dense deep neural networks: less parameters, same performance. - Lorenzo Chicchi; Lorenzo Giambagli; Lorenzo Buffoni; Timoteo Carletti; Marco Ciavarella; Duccio Fanelli (CoRR, 2021)

Recurrent Spectral Network (RSN): shaping the basin of attraction of a discrete map to reach automated classification. - Lorenzo Chicchi; Duccio Fanelli; Lorenzo Giambagli; Lorenzo Buffoni; Timoteo Carletti (CoRR, 2022)

How a Student becomes a Teacher: learning and forgetting through Spectral methods. - Lorenzo Giambagli; Lorenzo Buffoni; Lorenzo Chicchi; Duccio Fanelli (NeurIPS, 2023)

A Bridge between Dynamical Systems and Machine Learning: Engineered Ordinary Differential Equations as Classification Algorithm (EODECA). - Raffaele Marino; Lorenzo Giambagli; Lorenzo Chicchi; Lorenzo Buffoni; Duccio Fanelli (CoRR, 2023)

Complex Recurrent Spectral Network. - Lorenzo Chicchi; Lorenzo Giambagli; Lorenzo Buffoni; Raffaele Marino; Duccio Fanelli (CoRR, 2023)

Kernel Shape Renormalization In Bayesian Shallow Networks: a Gaussian Process Perspective. - Rosalba Pacelli; Lorenzo Giambagli; Paolo Baglioni (COMPENG, 2024)

Automatic Input Feature Relevance via Spectral Neural Networks. - Lorenzo Chicchi; Lorenzo Buffoni; Diego Febbe; Lorenzo Giambagli; Raffaele Marino; Duccio Fanelli (CoRR, 2024)

Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise. - Lorenzo Chicchi; Duccio Fanelli; Diego Febbe; Lorenzo Buffoni; Francesca Di Patti; Lorenzo Giambagli; Raffaele Marino (CoRR, 2024)

Stable attractors for neural networks classification via ordinary differential equations (SA-nODE). - Raffaele Marino; Lorenzo Buffoni; Lorenzo Chicchi; Lorenzo Giambagli; Duccio Fanelli (Mach. Learn. Sci. Technol., 2024)

Learning in Wilson-Cowan Model for Metapopulation. - Raffaele Marino; Lorenzo Buffoni; Lorenzo Chicchi; Francesca Di Patti; Diego Febbe; Lorenzo Giambagli; Duccio Fanelli (Neural Comput., 2025)

Spectral Architecture Search for Neural Networks. - Gianluca Peri; Lorenzo Giambagli; Lorenzo Chicchi; Duccio Fanelli (CoRR, 2025)