CHICCHI, LORENZO
CHICCHI, LORENZO
Fisica e Astronomia
A short introduction to neural networks and their application to Earth and Materials Science
2024 D. Fanelli, L. Bindi, L. Chicchi, C. Pereti, R. Sessoli, S. Tommasini
Brain-wide neuron quantification toolkit reveals strong sexual dimorphism in the evolution of fear memory
2023 Franceschini, Alessandra; Mazzamuto, Giacomo; Checcucci, Curzio; Chicchi, Lorenzo; Fanelli, Duccio; Costantini, Irene; Passani, Maria Beatrice; Silva, Bianca Ambrogina; Pavone, Francesco Saverio; Silvestri, Ludovico
Complex Recurrent Spectral Network
2024 Lorenzo Chicchi , Lorenzo Giambagli , Lorenzo Buffoni , Raffaele Marino , Duccio Fanelli
Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise
2025 Lorenzo Chicchi, Duccio Fanelli, Diego Febbe, Lorenzo Buffoni, Francesca Di Patti, Lorenzo Giambagli, Raffaele Marino
Estimating global input relevance and enforcing sparse representations with a scalable spectral neural network approach
2026 Chicchi, Lorenzo; Buffoni, Lorenzo; Febbe, Diego; Giambagli, Lorenzo; Marino, Raffaele; Fanelli, Duccio
Frontiers of thermobarometry: GAIA, a novel Deep Learning-based tool for volcano plumbing systems
2023 Chicchi, Lorenzo; Bindi, Luca; Fanelli, Duccio; Tommasini, Simone
How a student becomes a teacher: learning and forgetting through spectral methods
2024 Giambagli, Lorenzo; Buffoni, Lorenzo; Chicchi, Lorenzo; Fanelli, Duccio
Learning in Wilson-Cowan Model for Metapopulation
2025 Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Francesca Di Patti, Diego Febbe, Lorenzo Giambagli, Duccio Fanelli
On the foundation of artificial intelligence: spectral formulation and bioinspired models
2024 Lorenzo Chicchi
Reconstruction scheme for excitatory and inhibitory dynamics with quenched disorder: application to zebrafish imaging
2021 Chicchi, Lorenzo; Cecchini, Gloria; Adam, Ihusan; de Vito, Giuseppe; Livi, Roberto; Pavone, Francesco Saverio; Silvestri, Ludovico; Turrini, Lapo; Vanzi, Francesco; Fanelli, Duccio
Spectral pruning of fully connected layers
2022 Buffoni, Lorenzo; Civitelli, Enrico; Giambagli, Lorenzo; Chicchi, Lorenzo; Fanelli, Duccio
Stable attractors for neural networks classification via ordinary differential equations (SA-nODE)
2024 Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Lorenzo Giambagli , Duccio Fanelli
Train stochastic non linear coupled ODEs to classify and generate
2026 Gagliani, Stefano; Giuseppe Pacifico, Feliciano; Chicchi, Lorenzo; Fanelli, Duccio; Febbe, Diego; Buffoni, Lorenzo; Marino, Raffaele
Training of sparse and dense deep neural networks: Fewer parameters, same performance
2021 Chicchi, Lorenzo; Giambagli, Lorenzo; Buffoni, Lorenzo; Carletti, Timoteo; Ciavarella, Marco; Fanelli, Duccio
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A short introduction to neural networks and their application to Earth and Materials Science | 2024 | D. Fanelli, L. Bindi, L. Chicchi, C. Pereti, R. Sessoli, S. Tommasini | |
| Brain-wide neuron quantification toolkit reveals strong sexual dimorphism in the evolution of fear memory | 2023 | Franceschini, Alessandra; Mazzamuto, Giacomo; Checcucci, Curzio; Chicchi, Lorenzo; Fanelli, Duccio; Costantini, Irene; Passani, Maria Beatrice; Silva, Bianca Ambrogina; Pavone, Francesco Saverio; Silvestri, Ludovico | |
| Complex Recurrent Spectral Network | 2024 | Lorenzo Chicchi , Lorenzo Giambagli , Lorenzo Buffoni , Raffaele Marino , Duccio Fanelli | |
| Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise | 2025 | Lorenzo Chicchi, Duccio Fanelli, Diego Febbe, Lorenzo Buffoni, Francesca Di Patti, Lorenzo Giambagli, Raffaele Marino | |
| Estimating global input relevance and enforcing sparse representations with a scalable spectral neural network approach | 2026 | Chicchi, Lorenzo; Buffoni, Lorenzo; Febbe, Diego; Giambagli, Lorenzo; Marino, Raffaele; Fanelli, Duccio | |
| Frontiers of thermobarometry: GAIA, a novel Deep Learning-based tool for volcano plumbing systems | 2023 | Chicchi, Lorenzo; Bindi, Luca; Fanelli, Duccio; Tommasini, Simone | |
| How a student becomes a teacher: learning and forgetting through spectral methods | 2024 | Giambagli, Lorenzo; Buffoni, Lorenzo; Chicchi, Lorenzo; Fanelli, Duccio | |
| Learning in Wilson-Cowan Model for Metapopulation | 2025 | Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Francesca Di Patti, Diego Febbe, Lorenzo Giambagli, Duccio Fanelli | |
| On the foundation of artificial intelligence: spectral formulation and bioinspired models | 2024 | Lorenzo Chicchi | |
| Reconstruction scheme for excitatory and inhibitory dynamics with quenched disorder: application to zebrafish imaging | 2021 | Chicchi, Lorenzo; Cecchini, Gloria; Adam, Ihusan; de Vito, Giuseppe; Livi, Roberto; Pavone, Francesco Saverio; Silvestri, Ludovico; Turrini, Lapo; Vanzi, Francesco; Fanelli, Duccio | |
| Spectral pruning of fully connected layers | 2022 | Buffoni, Lorenzo; Civitelli, Enrico; Giambagli, Lorenzo; Chicchi, Lorenzo; Fanelli, Duccio | |
| Stable attractors for neural networks classification via ordinary differential equations (SA-nODE) | 2024 | Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Lorenzo Giambagli , Duccio Fanelli | |
| Train stochastic non linear coupled ODEs to classify and generate | 2026 | Gagliani, Stefano; Giuseppe Pacifico, Feliciano; Chicchi, Lorenzo; Fanelli, Duccio; Febbe, Diego; Buffoni, Lorenzo; Marino, Raffaele | |
| Training of sparse and dense deep neural networks: Fewer parameters, same performance | 2021 | Chicchi, Lorenzo; Giambagli, Lorenzo; Buffoni, Lorenzo; Carletti, Timoteo; Ciavarella, Marco; Fanelli, Duccio |