Duccio Fanelli

According to our database, Duccio Fanelli authored at least 26 papers between 2006 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Exact Fixed-Point Constraints in Neural-ODEs with Provable Universality.

Feliciano Giuseppe Pacifico, Duccio Fanelli, Lorenzo Buffoni, Lorenzo Chicchi, Diego Febbe, Raffaele Marino

CoRR, May, 2026

Spectral Higher-Order Neural Networks.

Gianluca Peri, Timoteo Carletti, Duccio Fanelli, Diego Febbe

CoRR, March, 2026

2025

Spectral Architecture Search for Neural Networks.

Gianluca Peri, Lorenzo Giambagli, Lorenzo Chicchi, Duccio Fanelli

CoRR, April, 2025

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

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

Mach. Learn. Sci. Technol., 2025

Convolution Neural Networks in the Spectral Domain.

Jarod Ketcha, Lorenzo Giambagli, Duccio Fanelli, Timoteo Carletti

Proceedings of the Machine Learning, Optimization, and Data Science, 2025

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

Automatic Input Feature Relevance via Spectral Neural Networks.

Lorenzo Chicchi, Lorenzo Buffoni, Diego Febbe, Lorenzo Giambagli, Raffaele Marino, Duccio Fanelli

CoRR, 2024

Chaos and Synchronization in the UJT Relaxation Oscillator.

Diego Febbe, Angelo Di Garbo, Riccardo Mannella, Riccardo Meucci, Duccio Fanelli

Proceedings of the IEEE Workshop on Complexity in Engineering, 2024

2023

Complex Recurrent Spectral Network.

Lorenzo Chicchi, Lorenzo Giambagli, Lorenzo Buffoni, Raffaele Marino, Duccio Fanelli

CoRR, 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

How a Student becomes a Teacher: learning and forgetting through Spectral methods.

Lorenzo Giambagli, Lorenzo Buffoni, Lorenzo Chicchi, Duccio Fanelli

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

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

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

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

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

2020

Random walks and community detection in hypergraphs.

Timoteo Carletti, Duccio Fanelli, Renaud Lambiotte

CoRR, 2020

Machine learning in spectral domain.

Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti, Walter Nocentini, Duccio Fanelli

CoRR, 2020

2019

Random walks on hypergraphs.

Timoteo Carletti, Federico Battiston, Giulia Cencetti, Duccio Fanelli

CoRR, 2019

Intransitiveness in Games and Random Walks.

Alberto Baldi, Giulia Cencetti, Duccio Fanelli, Franco Bagnoli

Proceedings of the Internet Science - 6th International Conference, 2019

Network equilibrium stabilization via single-node insertion.

Giorgio Battistelli, Giulia Cencetti, Luigi Chisci, Duccio Fanelli

Proceedings of the 17th European Control Conference, 2019

2018

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

2014

Optimal search strategies on complex networks.

Francesca Di Patti, Duccio Fanelli, Francesco Piazza

CoRR, 2014

2011

Emerging Structures in Social Networks Guided by Opinions' Exchanges.

Timoteo Carletti, Simone Righi, Duccio Fanelli

Adv. Complex Syst., 2011

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

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Cellular Automata Model for Ripple Dynamics.

Luca Sguanci, Franco Bagnoli, Duccio Fanelli

Proceedings of the Cellular Automata, 2006