1 research outputs found
The energy landscape of a simple neural network
We explore the energy landscape of a simple neural network. In particular, we
expand upon previous work demonstrating that the empirical complexity of fitted
neural networks is vastly less than a naive parameter count would suggest and
that this implicit regularization is actually beneficial for generalization
from fitted models.Comment: 17 pages, 15 figure