A Cellular Automata Model for Ripple Dynamics. - Luca Sguanci; Franco Bagnoli; Duccio Fanelli (ACRI, 2006)

Using a fuzzy framework for delineation and decomposition of Immunoglobulin G in cryo electron tomographic images. - Stina Svensson; Magnus Gedda; Duccio Fanelli; Ulf Skoglund; Lars-Goran Ofverstedt; Sara Sandin (ICPR (4), 2006)

Emerging Structures in Social Networks Guided by Opinions' Exchanges. - Timoteo Carletti; Simone Righi; Duccio Fanelli (Adv. Complex Syst., 2011)

Optimal search strategies on complex networks. - Francesca Di Patti; Duccio Fanelli; Francesco Piazza (CoRR, 2014)

Ginzburg-Landau approximation for self-sustained oscillators weakly coupled on complex directed graphs. - Francesca Di Patti; Duccio Fanelli; Filippo Miele; Timoteo Carletti (Commun. Nonlinear Sci. Numer. Simul., 2018)

Network equilibrium stabilization via single-node insertion. - Giorgio Battistelli; Giulia Cencetti; Luigi Chisci; Duccio Fanelli (ECC, 2019)

Intransitiveness in Games and Random Walks. - Alberto Baldi; Giulia Cencetti; Duccio Fanelli; Franco Bagnoli (INSCI, 2019)

Random walks on hypergraphs. - Timoteo Carletti; Federico Battiston; Giulia Cencetti; Duccio Fanelli (CoRR, 2019)

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

Random walks and community detection in hypergraphs. - Timoteo Carletti; Duccio Fanelli; Renaud Lambiotte (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)

Reconstruction scheme for excitatory and inhibitory dynamics with quenched disorder: application to zebrafish imaging. - Lorenzo Chicchi; Gloria Cecchini; Ihusan Adam; Giuseppe de Vito; Roberto Livi; Francesco Saverio Pavone; Ludovico Silvestri; Lapo Turrini; Francesco Vanzi; Duccio Fanelli (J. Comput. Neurosci., 2021)

Cortical propagation tracks functional recovery after stroke. - Gloria Cecchini; Alessandro Scaglione; Anna Letizia Allegra Mascaro; Curzio Checcucci; Emilia Conti; Ihusan Adam; Duccio Fanelli; Roberto Livi; Francesco Saverio Pavone; Thomas Kreuz (PLoS Comput. Biol., 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)

Chaos and Synchronization in the UJT Relaxation Oscillator. - Diego Febbe; Angelo Di Garbo; Riccardo Mannella; Riccardo Meucci; Duccio Fanelli (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)