fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis
functions

fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functions

11 June 2024

Alireza Afzal Aghaei

Papers citing "fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functions"

11 / 11 papers shown

Title
TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network Ali Eslamian Alireza Afzal Aghaei Qiang Cheng LMTD 73 0 0 09 Apr 2025
SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation Functions Eric A. F. Reinhardt P. R. Dinesh S. Gleyzer 53 11 0 28 Jan 2025
Sinc Kolmogorov-Arnold Network and Its Applications on Physics-informed Neural Networks Tianchi Yu Jingwei Qiu Jiang Yang Ivan V. Oseledets 15 2 0 05 Oct 2024
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 27 9 0 02 Oct 2024
KAN v.s. MLP for Offline Reinforcement Learning Haihong Guo Fengxin Li Jiao Li Hongyan Liu OffRL 20 0 0 15 Sep 2024
rKAN: Rational Kolmogorov-Arnold Networks Alireza Afzal Aghaei 29 18 0 20 Jun 2024
iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets Mengxi Liu Sizhen Bian Bo Zhou P. Lukowicz HAI CLL 32 19 0 03 Jun 2024
Kolmogorov-Arnold Network for Satellite Image Classification in Remote Sensing Minjong Cheon 31 42 0 02 Jun 2024
Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation SS Sidharth Keerthana AR R. Gokul Anas KP 45 72 0 12 May 2024
Kolmogorov-Arnold Networks are Radial Basis Function Networks Ziyao Li 40 67 0 10 May 2024
How Powerful are Spectral Graph Neural Networks Xiyuan Wang Muhan Zhang 70 175 0 23 May 2022