Capacity of the treelike sign perceptrons neural networks with one hidden layer -- RDT based upper bounds

13 December 2023

Papers citing "Capacity of the treelike sign perceptrons neural networks with one hidden layer -- RDT based upper bounds"

4 / 4 papers shown

Title
Solution space and storage capacity of fully connected two-layer neural networks with generic activation functions Sota Nishiyama Masayuki Ohzeki 30 1 0 20 Apr 2024
Fixed width treelike neural networks capacity analysis -- generic activations M. Stojnic 34 3 0 08 Feb 2024
$\emph{Lifted} RDT based capacity analysis of the 1-hidden layer treelike \emph{sign} perceptrons neural networks$ \emph{Lifted} RDT based capacity analysis of the 1-hidden layer treelike \emph{sign} perceptrons neural networks M. Stojnic 24 1 0 13 Dec 2023
Studying Hopfield models via fully lifted random duality theory M. Stojnic 23 5 0 29 Nov 2023