Duccio Fanelli

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 17

Top Topics

Feature Relevance

Spectral Methods

Top Venues

J. Comput. Neurosci.

Commun. Nonlinear Sci. Numer. Simul.

Publications

Lorenzo Chicchi, Lorenzo Buffoni, Diego Febbe, Lorenzo Giambagli, Raffaele Marino, Duccio Fanelli
Automatic Input Feature Relevance via Spectral Neural Networks. CoRR (2024)
Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Francesca Di Patti, Diego Febbe, Lorenzo Giambagli, Duccio Fanelli
Learning in Wilson-Cowan model for metapopulation. CoRR (2024)
Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Lorenzo Giambagli, Duccio Fanelli
Engineered Ordinary Differential Equations as Classification Algorithm (EODECA): thorough characterization and testing. CoRR (2023)
Lorenzo Giambagli, Lorenzo Buffoni, Lorenzo Chicchi, Duccio Fanelli
How a student becomes a teacher: learning and forgetting through Spectral methods. CoRR (2023)
Lorenzo Chicchi, Lorenzo Giambagli, Lorenzo Buffoni, Raffaele Marino, Duccio Fanelli
Complex Recurrent Spectral Network. CoRR (2023)
Raffaele Marino, Lorenzo Giambagli, Lorenzo Chicchi, Lorenzo Buffoni, Duccio Fanelli
A Bridge between Dynamical Systems and Machine Learning: Engineered Ordinary Differential Equations as Classification Algorithm (EODECA). CoRR (2023)
Lorenzo Giambagli, Lorenzo Buffoni, Lorenzo Chicchi, Duccio Fanelli
How a Student becomes a Teacher: learning and forgetting through Spectral methods. NeurIPS (2023)
Lorenzo Chicchi, Duccio Fanelli, Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti
Recurrent Spectral Network (RSN): shaping the basin of attraction of a discrete map to reach automated classification. CoRR (2022)
Lorenzo Chicchi, Gloria Cecchini, Ihusan Adam, Giuseppe de Vito, Roberto Livi, Francesco Saverio Pavone, Ludovico Silvestri, Lapo Turrini, Francesco Vanzi, Duccio Fanelli
Reconstruction scheme for excitatory and inhibitory dynamics with quenched disorder: application to zebrafish imaging. J. Comput. Neurosci. 49 (2) (2021)
Gloria Cecchini, Alessandro Scaglione, Anna Letizia Allegra Mascaro, Curzio Checcucci, Emilia Conti, Ihusan Adam, Duccio Fanelli, Roberto Livi, Francesco Saverio Pavone, Thomas Kreuz
Cortical propagation tracks functional recovery after stroke. PLoS Comput. Biol. 17 (5) (2021)
Lorenzo Chicchi, Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti, Marco Ciavarella, Duccio Fanelli
On the training of sparse and dense deep neural networks: less parameters, same performance. CoRR (2021)
Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti, Walter Nocentini, Duccio Fanelli
Machine learning in spectral domain. CoRR (2020)
Timoteo Carletti, Duccio Fanelli, Renaud Lambiotte
Random walks and community detection in hypergraphs. CoRR (2020)
Giorgio Battistelli, Giulia Cencetti, Luigi Chisci, Duccio Fanelli
Network equilibrium stabilization via single-node insertion. ECC (2019)
Alberto Baldi, Giulia Cencetti, Duccio Fanelli, Franco Bagnoli
Intransitiveness in Games and Random Walks. INSCI (2019)
Timoteo Carletti, Federico Battiston, Giulia Cencetti, Duccio Fanelli
Random walks on hypergraphs. CoRR (2019)
Francesca Di Patti, Duccio Fanelli, Filippo Miele, Timoteo Carletti
Ginzburg-Landau approximation for self-sustained oscillators weakly coupled on complex directed graphs. Commun. Nonlinear Sci. Numer. Simul. 56 (2018)
Francesca Di Patti, Duccio Fanelli, Francesco Piazza
Optimal search strategies on complex networks. CoRR (2014)
Timoteo Carletti, Simone Righi, Duccio Fanelli
Emerging Structures in Social Networks Guided by Opinions' Exchanges. Adv. Complex Syst. 14 (1) (2011)
Luca Sguanci, Franco Bagnoli, Duccio Fanelli
A Cellular Automata Model for Ripple Dynamics. ACRI (2006)
Stina Svensson, Magnus Gedda, Duccio Fanelli, Ulf Skoglund, Lars-Goran Ofverstedt, Sara Sandin
Using a fuzzy framework for delineation and decomposition of Immunoglobulin G in cryo electron tomographic images. ICPR (4) (2006)