8 citations · 8 across the 1 of their papers we have counts for
2 papers
cond-mat.dis-nn2022★ 8 cited
On neural network kernels and the storage capacity problem
Jacob A. Zavatone-Veth, Cengiz Pehlevan
In this short note, we reify the connection between work on the storage capacity problem in wide two-layer treelike neural networks and the rapidly-growing body of literature on ke…
cond-mat.dis-nn2020
Activation function dependence of the storage capacity of treelike neural networks
Jacob A. Zavatone-Veth, Cengiz Pehlevan
The expressive power of artificial neural networks crucially depends on the nonlinearity of their activation functions. Though a wide variety of nonlinear activation functions have…