Spectral pruning of fully connected layers L Buffoni, E Civitelli, L Giambagli, L Chicchi, D Fanelli Scientific Reports 12 (1), 11201, 2022 | 17 | 2022 |
Training of sparse and dense deep neural networks: Fewer parameters, same performance L Chicchi, L Giambagli, L Buffoni, T Carletti, M Ciavarella, D Fanelli Physical Review E 104 (5), 054312, 2021 | 15 | 2021 |
Reconstruction scheme for excitatory and inhibitory dynamics with quenched disorder: application to zebrafish imaging L Chicchi, G Cecchini, I Adam, G de Vito, R Livi, FS Pavone, L Silvestri, ... Journal of Computational Neuroscience 49, 159-174, 2021 | 11 | 2021 |
Recurrent Spectral Network (RSN): Shaping a discrete map to reach automated classification L Chicchi, D Fanelli, L Giambagli, L Buffoni, T Carletti Chaos, Solitons & Fractals 168, 113128, 2023 | 10 | 2023 |
Frontiers of thermobarometry: GAIA, a novel deep learning-based tool for volcano plumbing systems L Chicchi, L Bindi, D Fanelli, S Tommasini Earth and Planetary Science Letters 620, 118352, 2023 | 9 | 2023 |
First results with a SEIRD model L Chicchi, FD Patti, D Fanelli, F Piazza, F Ginelli Quantifying the population of asymptomatic individuals in Italy, Part of the …, 2020 | 5 | 2020 |
Complex recurrent spectral network L Chicchi, L Giambagli, L Buffoni, R Marino, D Fanelli Chaos, Solitons & Fractals 184, 114998, 2024 | 4 | 2024 |
A bridge between dynamical systems and machine learning: Engineered ordinary differential equations as classification algorithm (eodeca) R Marino, L Giambagli, L Chicchi, L Buffoni, D Fanelli arXiv preprint arXiv:2311.10387, 2023 | 3 | 2023 |
Analysis and forecast of COVID-19 spreading L Chicchi, F Di Patti, D Fanelli, F Piazza, F Ginelli | 3 | 2020 |
How a student becomes a teacher: learning and forgetting through spectral methods L Giambagli, L Buffoni, L Chicchi, D Fanelli Journal of Statistical Mechanics: Theory and Experiment 2024 (3), 2024 | 2 | 2024 |
Brain-wide neuron quantification toolkit reveals strong sexual dimorphism in the evolution of fear memory A Franceschini, G Mazzamuto, C Checcucci, L Chicchi, D Fanelli, ... Cell Reports 42 (8), 2023 | 2 | 2023 |
Mobility-based prediction of SARS-CoV-2 spreading L Chicchi, L Giambagli, L Buffoni, D Fanelli arXiv preprint arXiv:2102.08253, 2021 | 2 | 2021 |
Engineered ordinary differential equations as classification algorithm (eodeca): thorough characterization and testing R Marino, L Buffoni, L Chicchi, L Giambagli, D Fanelli arXiv preprint arXiv:2312.14681, 2023 | 1 | 2023 |
How a student becomes a teacher: learning and forgetting through Spectral methods L Giambagli, L Buffoni, L Chicchi, D Fanelli Advances in Neural Information Processing Systems 36, 60291-60306, 2023 | 1 | 2023 |
Learning in Wilson-Cowan model for metapopulation R Marino, L Buffoni, L Chicchi, F Di Patti, D Febbe, L Giambagli, D Fanelli arXiv preprint arXiv:2406.16453, 2024 | | 2024 |
Automatic Input Feature Relevance via Spectral Neural Networks L Chicchi, L Buffoni, D Febbe, L Giambagli, R Marino, D Fanelli arXiv preprint arXiv:2406.01183, 2024 | | 2024 |
On the foundation of artificial intelligence: spectral formulation and bioinspired models L Chicchi | | 2024 |