Get started
Author

Lorenzo Chicchi

Frontiers of thermobarometry: GAIA, a novel Deep Learning-based tool for volcano plumbing systems
2023 · Lorenzo Chicchi, Luca Bindi, et al. · Earth and Planetary Science Letters · 39
Brain-wide neuron quantification toolkit reveals strong sexual dimorphism in the evolution of fear memory
2023 · Alessandra Franceschini, Giacomo Mazzamuto, et al. · Cell Reports · 27
PDF
Spectral pruning of fully connected layers
2022 · Lorenzo Buffoni, Enrico Civitelli, et al. · Scientific Reports · 19
PDF
Stable attractors for neural networks classification via ordinary differential equations (SA-nODE)
2024 · Raffaele Marino, Lorenzo Buffoni, et al. · Machine Learning Science and Technology · 12
PDF
Training of sparse and dense deep neural networks: Fewer parameters, same performance
2021 · Lorenzo Chicchi, Lorenzo Giambagli, et al. · Physical review. E · 12
PDF
Reconstruction scheme for excitatory and inhibitory dynamics with quenched disorder: application to zebrafish imaging
2021 · Lorenzo Chicchi, Gloria Cecchini, et al. · Journal of Computational Neuroscience · 10
How a student becomes a teacher: learning and forgetting through spectral methods
2024 · Lorenzo Giambagli, Lorenzo Buffoni, et al. · Journal of Statistical Mechanics Theory and Experiment · 8
Recurrent Spectral Network (RSN): Shaping a discrete map to reach automated classification
2023 · Lorenzo Chicchi, Duccio Fanelli, et al. · Chaos Solitons & Fractals · 8
PDF
Learning in Wilson-Cowan Model for Metapopulation
2025 · Raffaele Marino, Lorenzo Buffoni, et al. · Neural Computation · 7
PDF
A short introduction to neural networks and their application to Earth and Materials Science
2024 · Duccio Fanelli, Luca Bindi, et al. · RENDICONTI LINCEI · 7
PDF
Complex Recurrent Spectral Network
2024 · Lorenzo Chicchi, Lorenzo Giambagli, et al. · Chaos Solitons & Fractals · 7
PDF
Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise
2025 · Lorenzo Chicchi, Duccio Fanelli, et al. · Machine Learning Science and Technology · 3
Exact Fixed-Point Constraints in Neural-ODEs with Provable Universality
2026 · Pacifico, Feliciano Giuseppe, Fanelli, Duccio, et al. · arXiv (Cornell University) · 2
PDF
Estimating global input relevance and enforcing sparse representations with a scalable spectral neural network approach
2026 · Lorenzo Chicchi, Lorenzo Buffoni, et al. · Communications Physics · 2
Train stochastic non linear coupled ODEs to classify and generate
2026 · Stefano Gagliani, Feliciano Giuseppe Pacifico, et al. · Machine Learning Science and Technology · 2
Machine Learning‐Based Model for Predicting Short‐ and Long‐Term Growth in Untreated Class III Malocclusion
2026 · Maria Denisa Statie, Michele Nieri, et al. · Orthodontics and Craniofacial Research · 1
PDF
Engineered Ordinary Differential Equations as Classification Algorithm (EODECA): thorough characterization and testing
2023 · Marino, Raffaele, Buffoni, Lorenzo, et al. · arXiv (Cornell University) · 1
PDF
How a Student becomes a Teacher: learning and forgetting through Spectral methods
2023 · Lorenzo Giambagli, Lorenzo Buffoni, et al. · neural information processing systems · 1
Mobility-based prediction of SARS-CoV-2 spreading
2021 · Chicchi, Lorenzo, Giambagli, Lorenzo, et al. · arXiv (Cornell University) · 1
PDF
Learning-Based Reconstruction of Optical Properties in Bilayered Media from Single-distance Time-Resolved Reflectance Measurements
2026 · Amendola, Caterina, Maffeis, Giulia, et al. · arXiv (Cornell University)
PDF
Approximating velocity fields with planted point attractors via Neural-ODE for classification purposes
2026 · Pacifico, Feliciano Giuseppe, Fanelli, Duccio, et al. · arXiv (Cornell University)
PDF
SPectral ARchiteCture Search for neural network models
2025 · Gianluca Peri, Lorenzo Chicchi, et al. · npj Artificial Intelligence
PDF
Works count: 23
Citation count: 169
H-index: 8
I10-index: 6
Year
Topic
Type