Work

Functional dimension of feedforward ReLU neural networks

Year: 2025

Type: article

Source: Advances in Mathematics

DOI: 10.1016/j.aim.2025.110636

Authors: J. Elisenda Grigsby, Kathryn Lindsey, Robert Meyerhoff, Chenxi Wu

Institutions: Boston College, University of Wisconsin–Madison

Language: English

Topic: Neural Networks and Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funders: National Science Foundation, Simons Foundation

Awards: Shapes of Julia sets, Thurston Sets, and Neural Networks, Collaborative Research: Probabilistic, Geometric, and Topological Analysis of Neural Networks, From Theory to Applications, Hyperbolic 3-Manifold Invariants and Applications

OpenAlex ID: W4295356686

FWCI: 0.405

Cites: 9

Cited by: 2

Related to: 10