Apr, 2024
KAN:科尔莫哥洛夫-阿诺德网络
KAN: Kolmogorov-Arnold Networks
Ziming Liu, Yixuan Wang, Sachin Vaidya, Fabian Ruehle, James Halverson...
TL;DRKolmogorov-Arnold Networks (KANs) are proposed as alternatives to Multi-Layer Perceptrons (MLPs), outperforming them in terms of accuracy and interpretability, while possessing faster neural scaling laws; KANs have potential to improve current deep learning models.