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ORCIDDuccio Fanelli
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2020 – today
- 2024
[j5]Raffaele Marino
, Lorenzo Buffoni, Lorenzo Chicchi, Lorenzo Giambagli, Duccio Fanelli:
Stable attractors for neural networks classification via ordinary differential equations (SA-nODE). Mach. Learn. Sci. Technol. 5(3): 35087 (2024)- [c6]Diego Febbe, Angelo Di Garbo, Riccardo Mannella, Riccardo Meucci, Duccio Fanelli:
Chaos and Synchronization in the UJT Relaxation Oscillator. COMPENG 2024: 1-7 - [i12]Lorenzo Chicchi, Lorenzo Buffoni, Diego Febbe, Lorenzo Giambagli, Raffaele Marino, Duccio Fanelli:
Automatic Input Feature Relevance via Spectral Neural Networks. CoRR abs/2406.01183 (2024) - [i11]Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Francesca Di Patti, Diego Febbe, Lorenzo Giambagli, Duccio Fanelli:
Learning in Wilson-Cowan model for metapopulation. CoRR abs/2406.16453 (2024) - [i10]Lorenzo Chicchi, Duccio Fanelli, Diego Febbe, Lorenzo Buffoni, Francesca Di Patti, Lorenzo Giambagli, Raffaele Marino:
Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise. CoRR abs/2409.13470 (2024) - 2023
- [c5]Lorenzo Giambagli, Lorenzo Buffoni, Lorenzo Chicchi, Duccio Fanelli:
How a Student becomes a Teacher: learning and forgetting through Spectral methods. NeurIPS 2023 - [i9]Lorenzo Giambagli, Lorenzo Buffoni, Lorenzo Chicchi, Duccio Fanelli:
How a student becomes a teacher: learning and forgetting through Spectral methods. CoRR abs/2310.12612 (2023) - [i8]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 abs/2311.10387 (2023) - [i7]Lorenzo Chicchi, Lorenzo Giambagli, Lorenzo Buffoni, Raffaele Marino, Duccio Fanelli:
Complex Recurrent Spectral Network. CoRR abs/2312.07296 (2023) - 2022
- [i6]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 abs/2202.04497 (2022) - 2021
- [j4]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): 159-174 (2021) - [j3]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) - [i5]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 abs/2106.09021 (2021) - 2020
- [i4]Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti, Walter Nocentini, Duccio Fanelli:
Machine learning in spectral domain. CoRR abs/2005.14436 (2020) - [i3]Timoteo Carletti, Duccio Fanelli, Renaud Lambiotte:
Random walks and community detection in hypergraphs. CoRR abs/2010.14355 (2020)
2010 – 2019
- 2019
- [c4]Giorgio Battistelli, Giulia Cencetti, Luigi Chisci, Duccio Fanelli:
Network equilibrium stabilization via single-node insertion. ECC 2019: 1993-1998 - [c3]Alberto Baldi, Giulia Cencetti, Duccio Fanelli, Franco Bagnoli:
Intransitiveness in Games and Random Walks. INSCI 2019: 204-216 - [i2]Timoteo Carletti, Federico Battiston, Giulia Cencetti, Duccio Fanelli:
Random walks on hypergraphs. CoRR abs/1911.06523 (2019) - 2018
- [j2]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: 447-456 (2018) - 2014
- [i1]Francesca Di Patti, Duccio Fanelli, Francesco Piazza:
Optimal search strategies on complex networks. CoRR abs/1408.1603 (2014) - 2011
- [j1]Timoteo Carletti, Simone Righi, Duccio Fanelli:
Emerging Structures in Social Networks Guided by Opinions' Exchanges. Adv. Complex Syst. 14(1): 13-30 (2011)
2000 – 2009
- 2006
- [c2]Luca Sguanci, Franco Bagnoli, Duccio Fanelli:
A Cellular Automata Model for Ripple Dynamics. ACRI 2006: 407-416 - [c1]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: 687-690
Coauthor Index
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