Work

LeanKAN: a parameter-lean Kolmogorov-Arnold network layer with improved memory efficiency and convergence behavior

Year: 2025

Type: article

Source: Neural Networks

DOI: 10.1016/j.neunet.2025.107883

Authors: Benjamin C. Koenig, Suyong Kim, Sili Deng

Institution: Massachusetts Institute of Technology

Language: English

Topic: Neural Networks and Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: bronze

Funders: National Science Foundation, National Science Foundation Graduate Research Fellowship Program

Awards: CAREER: Efficient Uncertainty Quantification in Turbulent Combustion Simulations: Theory, Algorithms, and Computations, G3531872738

OpenAlex ID: W4412724701

FWCI: 5.34

Cites: 22

Cited by: 13

Related to: 10