Deep Learning with Kolmogorov-Arnold Networks
Faculty Mentor
Viktoria Taroudaki
Presentation Type
Oral Presentation
Start Date
5-7-2025 11:10 AM
End Date
5-7-2025 11:30 AM
Location
PUB 319
Primary Discipline of Presentation
Computer Science
Abstract
In this paper, we review the foundational literature on a type of neural network architecture called Kolmogorov–Arnold networks, and provide experimental results demonstrating where these networks outperform conventional Multi-Layer Perceptrons in specific modeling scenarios.
Recommended Citation
Nielsen, Chris M. II, "Deep Learning with Kolmogorov-Arnold Networks" (2025). 2025 Symposium. 6.
https://dc.ewu.edu/srcw_2025/op_2025/o2_2025/6
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Deep Learning with Kolmogorov-Arnold Networks
PUB 319
In this paper, we review the foundational literature on a type of neural network architecture called Kolmogorov–Arnold networks, and provide experimental results demonstrating where these networks outperform conventional Multi-Layer Perceptrons in specific modeling scenarios.
