Duccio Fanelli

27 papers A* 1Journal 21Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Spectral Higher-Order Neural Networks. CoRR Gianluca Peri, Timoteo Carletti, Duccio Fanelli, Diego Febbe
2025	J	`jnl`	Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise. Mach. Learn. Sci. Technol. Lorenzo Chicchi, Duccio Fanelli, Diego Febbe, Lorenzo Buffoni, Francesca Di Patti, Lorenzo Giambagli, Raffaele Marino
2025	J	`jnl`	Learning in Wilson-Cowan Model for Metapopulation. Neural Comput. Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Francesca Di Patti, Diego Febbe, Lorenzo Giambagli, Duccio Fanelli
2025	J	`jnl`	Spectral Architecture Search for Neural Networks. CoRR Gianluca Peri, Lorenzo Giambagli, Lorenzo Chicchi, Duccio Fanelli
2024	J	`jnl`	Automatic Input Feature Relevance via Spectral Neural Networks. CoRR Lorenzo Chicchi, Lorenzo Buffoni, Diego Febbe, Lorenzo Giambagli, Raffaele Marino, Duccio Fanelli
2024	—	`conf`	Chaos and Synchronization in the UJT Relaxation Oscillator. COMPENG Diego Febbe, Angelo Di Garbo, Riccardo Mannella, Riccardo Meucci, Duccio Fanelli
2024	J	`jnl`	Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise. CoRR Lorenzo Chicchi, Duccio Fanelli, Diego Febbe, Lorenzo Buffoni, Francesca Di Patti, Lorenzo Giambagli, Raffaele Marino
2024	J	`jnl`	Learning in Wilson-Cowan model for metapopulation. CoRR Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Francesca Di Patti, Diego Febbe, Lorenzo Giambagli, Duccio Fanelli
2024	J	`jnl`	Stable attractors for neural networks classification via ordinary differential equations (SA-nODE). Mach. Learn. Sci. Technol. Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Lorenzo Giambagli, Duccio Fanelli
2023	J	`jnl`	A Bridge between Dynamical Systems and Machine Learning: Engineered Ordinary Differential Equations as Classification Algorithm (EODECA). CoRR Raffaele Marino, Lorenzo Giambagli, Lorenzo Chicchi, Lorenzo Buffoni, Duccio Fanelli
2023	J	`jnl`	Complex Recurrent Spectral Network. CoRR Lorenzo Chicchi, Lorenzo Giambagli, Lorenzo Buffoni, Raffaele Marino, Duccio Fanelli
2023	A*	`conf`	How a Student becomes a Teacher: learning and forgetting through Spectral methods. NeurIPS Lorenzo Giambagli, Lorenzo Buffoni, Lorenzo Chicchi, Duccio Fanelli
2023	J	`jnl`	How a student becomes a teacher: learning and forgetting through Spectral methods. CoRR Lorenzo Giambagli, Lorenzo Buffoni, Lorenzo Chicchi, Duccio Fanelli
2022	J	`jnl`	Recurrent Spectral Network (RSN): shaping the basin of attraction of a discrete map to reach automated classification. CoRR Lorenzo Chicchi, Duccio Fanelli, Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti
2021	J	`jnl`	Cortical propagation tracks functional recovery after stroke. PLoS Comput. Biol. Gloria Cecchini, Alessandro Scaglione, Anna Letizia Allegra Mascaro, Curzio Checcucci, Emilia Conti, Ihusan Adam, Duccio Fanelli, Roberto Livi, Francesco Saverio Pavone, Thomas Kreuz
2021	J	`jnl`	On the training of sparse and dense deep neural networks: less parameters, same performance. CoRR Lorenzo Chicchi, Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti, Marco Ciavarella, Duccio Fanelli
2021	J	`jnl`	Reconstruction scheme for excitatory and inhibitory dynamics with quenched disorder: application to zebrafish imaging. J. Comput. Neurosci. Lorenzo Chicchi, Gloria Cecchini, Ihusan Adam, Giuseppe de Vito, Roberto Livi, Francesco Saverio Pavone, Ludovico Silvestri, Lapo Turrini, Francesco Vanzi, Duccio Fanelli
2020	J	`jnl`	Machine learning in spectral domain. CoRR Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti, Walter Nocentini, Duccio Fanelli
2020	J	`jnl`	Random walks and community detection in hypergraphs. CoRR Timoteo Carletti, Duccio Fanelli, Renaud Lambiotte
2019	—	`conf`	Intransitiveness in Games and Random Walks. INSCI Alberto Baldi, Giulia Cencetti, Duccio Fanelli, Franco Bagnoli
2019	—	`conf`	Network equilibrium stabilization via single-node insertion. ECC Giorgio Battistelli, Giulia Cencetti, Luigi Chisci, Duccio Fanelli
2019	J	`jnl`	Random walks on hypergraphs. CoRR Timoteo Carletti, Federico Battiston, Giulia Cencetti, Duccio Fanelli
2018	J	`jnl`	Ginzburg-Landau approximation for self-sustained oscillators weakly coupled on complex directed graphs. Commun. Nonlinear Sci. Numer. Simul. Francesca Di Patti, Duccio Fanelli, Filippo Miele, Timoteo Carletti
2014	J	`jnl`	Optimal search strategies on complex networks. CoRR Francesca Di Patti, Duccio Fanelli, Francesco Piazza
2011	J	`jnl`	Emerging Structures in Social Networks Guided by Opinions' Exchanges. Adv. Complex Syst. Timoteo Carletti, Simone Righi, Duccio Fanelli
2006	—	`conf`	A Cellular Automata Model for Ripple Dynamics. ACRI Luca Sguanci, Franco Bagnoli, Duccio Fanelli
2006	—	`conf`	Using a fuzzy framework for delineation and decomposition of Immunoglobulin G in cryo electron tomographic images. ICPR (4) Stina Svensson, Magnus Gedda, Duccio Fanelli, Ulf Skoglund, Lars-Goran Ofverstedt, Sara Sandin