Sota Nishiyama

Solution space and storage capacity of fully connected two-layer neural networks with generic activation functions

2024 · arXiv (Cornell University)

The storage capacity of a binary classification model is the maximum number of random input-output pairs per parameter that the model can learn. It is one of the indicators of the expressive power of machine …