applied mathematics
Kolmogorov-Arnold 网络
Kolmogorov-Arnold NetworksA neural network architecture based on the Kolmogorov-Arnold representation theorem, utilizing smooth activation functions to model complex nonlinear mappings. / 基于Kolmogorov-Arnold表示定理的神经网络架构，利用平滑激活函数来建模复杂的非线性映射。
- Knowledge type
- 数学理论
- First proposed or discovered
- Proposer
- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-11-08 18:06:34
Sub-knowledge points
Higher-order knowledge points
No connected node yet
Main parameters and performance indicators
activation function: smooth (e.g., B-Splines)basis functions: univariate functions
Open problems
No unresolved problem recorded yet
Related literature
ranked by community starsA physics-informed SmoothKAN framework for nonlinear consolidationOpen source
Related products and links
No item recorded yet
Creation and modification trail
1 recordsRecord title: Kolmogorov-Arnold Networks.
Node update feedback
review required