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Lorenzo Chicchi
Lorenzo Chicchi
Post-doctoral researcher, University of Florence
Подтвержден адрес электронной почты в домене unifi.it
Название
Процитировано
Процитировано
Год
Spectral pruning of fully connected layers
L Buffoni, E Civitelli, L Giambagli, L Chicchi, D Fanelli
Scientific Reports 12 (1), 11201, 2022
222022
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
192023
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
172021
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
122023
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
122021
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
72023
Complex recurrent spectral network
L Chicchi, L Giambagli, L Buffoni, R Marino, D Fanelli
Chaos, Solitons & Fractals 184, 114998, 2024
62024
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
52020
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
42024
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
32023
Analysis and forecast of COVID-19 spreading
L Chicchi, F Di Patti, D Fanelli, F Piazza, F Ginelli
32020
Stable attractors for neural networks classification via ordinary differential equations (SA-nODE)
R Marino, L Buffoni, L Chicchi, L Giambagli, D Fanelli
Machine Learning: Science and Technology 5 (3), 035087, 2024
22024
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
22023
Mobility-based prediction of SARS-CoV-2 spreading
L Chicchi, L Giambagli, L Buffoni, D Fanelli
arXiv preprint arXiv:2102.08253, 2021
22021
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
12024
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
12023
A short introduction to neural networks and their application to Earth and Materials Science
D Fanelli, L Bindi, L Chicchi, C Pereti, R Sessoli, S Tommasini
Rendiconti Lincei. Scienze Fisiche e Naturali, 1-12, 2024
2024
Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise
L Chicchi, D Fanelli, D Febbe, L Buffoni, F Di Patti, L Giambagli, R Marino
arXiv preprint arXiv:2409.13470, 2024
2024
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
On the foundation of artificial intelligence: spectral formulation and bioinspired models
L Chicchi
2024
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Статьи 1–20