2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 2 cited
DropKAN: Regularizing KANs by masking post-activations
Mohammed Ghaith Altarabichi
We propose DropKAN (Dropout Kolmogorov-Arnold Networks) a regularization method that prevents co-adaptation of activation function weights in Kolmogorov-Arnold Networks (KANs). Dro…
cs.LG2024★ 1 cited
Rethinking the Function of Neurons in KANs
Mohammed Ghaith Altarabichi
The neurons of Kolmogorov-Arnold Networks (KANs) perform a simple summation motivated by the Kolmogorov-Arnold representation theorem, which asserts that sum is the only fundamenta…