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cs.LG2025
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…
cs.LG2024★ 7 cited
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…