Measuring Neural Network Complexity via Effective Degrees of Freedom

Jia Zhou, Douglas Landsittel

Quantifying the complexity of feed-forward neural networks (FFNNs) remains challenging due to their nonlinear, hierarchical structure and numerous parameters. We apply generalized…