Cover Image

Population Level Activity in Large Random Neural Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	MacLaurin, James, Silverstein, Moshe, Vilanova, Pedro
Format:	Preprint
Published:	2024
Subjects:	Disordered Systems and Neural Networks Probability
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Kinetic Limit of Balanced Neural Networks
by: MacLaurin, James, et al.
Published: (2025)

Tensor-Network Population Annealing
by: Oshima, Takumi, et al.
Published: (2026)

Are Neural Networks Collision Resistant?
by: Benedetti, Marco, et al.
Published: (2025)

Density Function of Weighted Sum of Chi-Square Variables with Trigonometric Weights
by: Egorov, Vladislav, et al.
Published: (2024)

Limit theorems for Randic index for Erdős-Renyi graphs
by: Eslava, Laura, et al.
Published: (2024)

Color symmetry breaking in the Potts spin glass
by: Mourrat, Jean-Christophe
Published: (2024)

Stochastic Safety Limits and Scale-Dependent Power Fluctuations in Nuclear Reactors: A Critical Scaling Approach
by: Ryazanov, V. V.
Published: (2026)

Spin Glass Concepts in Computer Science, Statistics, and Learning
by: Montanari, Andrea
Published: (2026)

On the Atypical Solutions of the Symmetric Binary Perceptron
by: Barbier, Damien, et al.
Published: (2023)

Spin glasses and the Parisi formula
by: Mourrat, Jean-Christophe
Published: (2025)

The Hydrodynamic Limit of Neural Networks with Balanced Excitation and Inhibition
by: MacLaurin, James, et al.
Published: (2024)

The Random Subsequence Model and Uniform Codes for the Deletion Channel
by: Jeong, Ryan, et al.
Published: (2026)

Insights from number theory into the critical Kauffman model with connectivity one
by: Sheldon, F. C., et al.
Published: (2023)

Neural Network Ground State from the Neural Tangent Kernel Perspective: The Sign Bias
by: Kol-Namer, Harel, et al.
Published: (2024)

Anomalous Random Neural Networks: a Special Renewal Process
by: Zhang, Hong, et al.
Published: (2024)

Gaussian Universality of Perceptrons with Random Labels
by: Gerace, Federica, et al.
Published: (2022)

Large Deviations of Piecewise-Deterministic-Markov-Processes with Application to Stochastic Calcium Waves
by: Barbet, Gaetan, et al.
Published: (2024)

Neural Fields and Noise-Induced Patterns in Neurons on Large Disordered Networks
by: Avitabile, Daniele, et al.
Published: (2024)

Sampling from Spherical Spin Glasses in Total Variation via Algorithmic Stochastic Localization
by: Huang, Brice, et al.
Published: (2024)

On Marginal Stability in Low Temperature Spherical Spin Glasses
by: Sellke, Mark
Published: (2024)

Near-optimal shattering in the Ising pure p-spin and rarity of solutions returned by stable algorithms
by: Alaoui, Ahmed El
Published: (2024)

An informal introduction to the Parisi formula
by: Mourrat, Jean-Christophe
Published: (2024)

Distribution of the Diagonal Entries of the Resolvent of a Complex Ginibre Matrix
by: Bousseyroux, Pierre, et al.
Published: (2024)

Exact full-RSB SAT/UNSAT transition in infinitely wide two-layer neural networks
by: Annesi, Brandon L., et al.
Published: (2024)

Capacity threshold for the Ising perceptron
by: Huang, Brice
Published: (2024)

Spectral Initialization for High-Dimensional Phase Retrieval with Biased Spatial Directions
by: Bousseyroux, Pierre, et al.
Published: (2024)

Correlation thresholds in the steady states of particle systems and spin glasses
by: Calvert, Jacob, et al.
Published: (2025)

Spectral boundaries of deterministic matrices deformed by rotationally invariant random non-Hermitian ensembles
by: Bousseyroux, Pierre, et al.
Published: (2026)

A Friendly Tutorial on Mean-Field Spin Glass Techniques for Non-Physicists
by: Montanari, Andrea, et al.
Published: (2022)

Diffusive geodesics wandering in networks of rigid chains
by: Marquis, Ulysse
Published: (2025)

Structure of solutions to continuous constraint satisfaction problems through the statistics of wedged and inscribed spheres
by: Kent-Dobias, Jaron
Published: (2025)

Rigorous Asymptotics for First-Order Algorithms Through the Dynamical Cavity Method
by: Dandi, Yatin, et al.
Published: (2026)

Variational representation and estimates for the free energy of a quenched charged polymer model
by: Poisat, Julien
Published: (2025)

Sampling the space of solutions of an artificial neural network
by: Zambon, Alessandro, et al.
Published: (2025)

Stochastic Interpolants: A Unifying Framework for Flows and Diffusions
by: Albergo, Michael S., et al.
Published: (2023)

A Constructive Proof of the Spherical Parisi Formula
by: Huang, Brice, et al.
Published: (2023)

Injectivity of ReLU networks: perspectives from statistical physics
by: Maillard, Antoine, et al.
Published: (2023)

Shattering in Pure Spherical Spin Glasses
by: Alaoui, Ahmed El, et al.
Published: (2023)

Low-rank Matrix Estimation with Inhomogeneous Noise
by: Guionnet, Alice, et al.
Published: (2022)

The eigenvalues and eigenvectors of finite-rank normal perturbations of large rotationally invariant non-Hermitian matrices
by: Bousseyroux, Pierre, et al.
Published: (2026)