6 citations · 6 across the 1 of their papers we have counts for
3 papers
FC-KAN: Function Combinations in Kolmogorov-Arnold Networks
Hoang-Thang Ta, Duy-Quy Thai, Abu Bakar Siddiqur Rahman +2
In this paper, we introduce FC-KAN, a Kolmogorov-Arnold Network (KAN) that leverages combinations of popular mathematical functions such as B-splines, wavelets, and radial basis fu…
Combinations of Fast Activation and Trigonometric Functions in Kolmogorov-Arnold Networks
Hoang-Thang Ta, Duy-Quy Thai, Phuong-Linh Tran-Thi
For years, many neural networks have been developed based on the Kolmogorov-Arnold Representation Theorem (KART), which was created to address Hilbert's 13th problem. Recently, rel…
PRKAN: Parameter-Reduced Kolmogorov-Arnold Networks
Hoang-Thang Ta, Duy-Quy Thai, Anh Tran +2
Kolmogorov-Arnold Networks (KANs) represent an innovation in neural network architectures, offering a compelling alternative to Multi-Layer Perceptrons (MLPs) in models such as Con…