Stable Attractors for Neural networks classification via Ordinary Differential Equations (SA-nODE)
Fuente:
arXiv
Saved in:
| Main Authors: | Marino, Raffaele, Giambagli, Lorenzo, Chicchi, Lorenzo, Buffoni, Lorenzo, Fanelli, Duccio |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Engineered Ordinary Differential Equations as Classification Algorithm (EODECA): thorough characterization and testing
by: Marino, Raffaele, et al.
Published: (2023)
by: Marino, Raffaele, et al.
Published: (2023)
Estimating Global Input Relevance and Enforcing Sparse Representations with a Scalable Spectral Neural Network Approach
by: Chicchi, Lorenzo, et al.
Published: (2024)
by: Chicchi, Lorenzo, et al.
Published: (2024)
Learning in Wilson-Cowan model for metapopulation
by: Marino, Raffaele, et al.
Published: (2024)
by: Marino, Raffaele, et al.
Published: (2024)
Spectral Architecture Search for Neural Network Models
by: Peri, Gianluca, et al.
Published: (2025)
by: Peri, Gianluca, et al.
Published: (2025)
Train Stochastic Non Linear Coupled ODEs to Classify and Generate
by: Gagliani, Stefano, et al.
Published: (2025)
by: Gagliani, Stefano, et al.
Published: (2025)
Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise
by: Chicchi, Lorenzo, et al.
Published: (2024)
by: Chicchi, Lorenzo, et al.
Published: (2024)
Exact Fixed-Point Constraints in Neural-ODEs with Provable Universality
by: Pacifico, Feliciano Giuseppe, et al.
Published: (2026)
by: Pacifico, Feliciano Giuseppe, et al.
Published: (2026)
General theory for extended-range percolation on simple and multiplex networks
by: Cirigliano, Lorenzo, et al.
Published: (2024)
by: Cirigliano, Lorenzo, et al.
Published: (2024)
A short introduction to Neural Networks and their application to Earth and Materials Science Science
by: Fanelli, Duccio, et al.
Published: (2024)
by: Fanelli, Duccio, et al.
Published: (2024)
Neighbor-induced damage percolation
by: Cirigliano, Lorenzo, et al.
Published: (2025)
by: Cirigliano, Lorenzo, et al.
Published: (2025)
Revisiting the Lee-Yang singularities in the four-dimensional Ising model: a tribute to the memory of Ralph Kenna
by: Ruiz-Lorenzo, J. J.
Published: (2024)
by: Ruiz-Lorenzo, J. J.
Published: (2024)
Stochastic quasi-cycles as a simple explanation for the time evolution of the Cape Rodney-Okakari Point Marine ecological reserve
by: Parra-Rojas, César, et al.
Published: (2024)
by: Parra-Rojas, César, et al.
Published: (2024)
Equilibrium and out-of-equilibrium critical dynamics of the three-dimensional Heisenberg model with random cubic anisotropy
by: Astillero, A., et al.
Published: (2024)
by: Astillero, A., et al.
Published: (2024)
Testing the Localization Landscape Theory on the Bethe Lattice
by: Tonetti, Lorenzo, et al.
Published: (2025)
by: Tonetti, Lorenzo, et al.
Published: (2025)
Statistical Mechanics of the Sub-Optimal Transport
by: Piombo, Riccardo, et al.
Published: (2026)
by: Piombo, Riccardo, et al.
Published: (2026)
Global Topological Dirac Synchronization
by: Carletti, Timoteo, et al.
Published: (2024)
by: Carletti, Timoteo, et al.
Published: (2024)
Emergence of the 3D diluted Ising model universality class in a mixture of two magnets
by: Ruiz-Lorenzo, J. J., et al.
Published: (2024)
by: Ruiz-Lorenzo, J. J., et al.
Published: (2024)
Generalized Wilson-Cowan model with short term synaptic plasticity
by: Trabocchi, Tommaso, et al.
Published: (2025)
by: Trabocchi, Tommaso, et al.
Published: (2025)
Phase transitions in the mini-batch size for sparse and dense two-layer neural networks
by: Marino, Raffaele, et al.
Published: (2023)
by: Marino, Raffaele, et al.
Published: (2023)
Optimal quantum key distribution networks: capacitance versus security
by: Cirigliano, Lorenzo, et al.
Published: (2023)
by: Cirigliano, Lorenzo, et al.
Published: (2023)
Meta-plasticity and memory in multi-level recurrent feed-forward networks
by: Zanardi, Gianmarco, et al.
Published: (2024)
by: Zanardi, Gianmarco, et al.
Published: (2024)
Strongly clustered random graphs via triadic closure: An exactly solvable model
by: Cirigliano, Lorenzo, et al.
Published: (2023)
by: Cirigliano, Lorenzo, et al.
Published: (2023)
Multiscaling in the 3D critical site-diluted Ising ferromagnet
by: Marinari, E., et al.
Published: (2023)
by: Marinari, E., et al.
Published: (2023)
Density and current statistics in boundary-driven monitored fermionic chains
by: Turkeshi, Xhek, et al.
Published: (2023)
by: Turkeshi, Xhek, et al.
Published: (2023)
Exponents and front fluctuations in the quenched Kardar-Parisi-Zhang universality class of one- and two- dimensional interfaces
by: Tajuelo-Valbuena, Ángela, et al.
Published: (2025)
by: Tajuelo-Valbuena, Ángela, et al.
Published: (2025)
Strange Attractors in Complex Networks
by: Villegas, Pablo
Published: (2025)
by: Villegas, Pablo
Published: (2025)
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers
by: Tiberi, Lorenzo, et al.
Published: (2024)
by: Tiberi, Lorenzo, et al.
Published: (2024)
Feature learning from non-Gaussian inputs: the case of Independent Component Analysis in high dimensions
by: Ricci, Fabiola, et al.
Published: (2025)
by: Ricci, Fabiola, et al.
Published: (2025)
Stochastic Gradient Descent-like relaxation is equivalent to Metropolis dynamics in discrete optimization and inference problems
by: Angelini, Maria Chiara, et al.
Published: (2023)
by: Angelini, Maria Chiara, et al.
Published: (2023)
Discontinuous percolation via suppression of neighboring clusters in a network
by: Cho, Young Sul
Published: (2025)
by: Cho, Young Sul
Published: (2025)
Fast training and sampling of Restricted Boltzmann Machines
by: Béreux, Nicolas, et al.
Published: (2024)
by: Béreux, Nicolas, et al.
Published: (2024)
Smart Walkers in Discrete Space
by: Peri, Gianluca, et al.
Published: (2026)
by: Peri, Gianluca, et al.
Published: (2026)
Coding schemes in neural networks learning classification tasks
by: van Meegen, Alexander, et al.
Published: (2024)
by: van Meegen, Alexander, et al.
Published: (2024)
$NVU$ view on energy polydisperse Lennard-Jones systems
by: Lang, Danqi, et al.
Published: (2024)
by: Lang, Danqi, et al.
Published: (2024)
Unveiling the Dimensionality of Networks of Networks
by: Grimaldi, Lorenzo, et al.
Published: (2025)
by: Grimaldi, Lorenzo, et al.
Published: (2025)
Operator Spreading, Duality, and the Noisy Long-Range FKPP Equation
by: Zhou, Tianci, et al.
Published: (2025)
by: Zhou, Tianci, et al.
Published: (2025)
Equations of state and stability condition of mixed p-spin glass model
by: Talebi, Ali
Published: (2025)
by: Talebi, Ali
Published: (2025)
A Short Review on Novel Approaches for Maximum Clique Problem: from Classical algorithms to Graph Neural Networks and Quantum algorithms
by: Marino, Raffaele, et al.
Published: (2024)
by: Marino, Raffaele, et al.
Published: (2024)
Tensor networks for $p$-spin models
by: Lanthier, Benjamin, et al.
Published: (2024)
by: Lanthier, Benjamin, et al.
Published: (2024)
Logarithmic kinetics and bundling in physical networks
by: Bonamassa, I., et al.
Published: (2024)
by: Bonamassa, I., et al.
Published: (2024)
Similar Items
-
Engineered Ordinary Differential Equations as Classification Algorithm (EODECA): thorough characterization and testing
by: Marino, Raffaele, et al.
Published: (2023) -
Estimating Global Input Relevance and Enforcing Sparse Representations with a Scalable Spectral Neural Network Approach
by: Chicchi, Lorenzo, et al.
Published: (2024) -
Learning in Wilson-Cowan model for metapopulation
by: Marino, Raffaele, et al.
Published: (2024) -
Spectral Architecture Search for Neural Network Models
by: Peri, Gianluca, et al.
Published: (2025) -
Train Stochastic Non Linear Coupled ODEs to Classify and Generate
by: Gagliani, Stefano, et al.
Published: (2025)