Stable behaviour of infinitely wide deep neural networks

Stefano Favaro, Sandra Fortini, Stefano Peluchetti

We consider fully connected feed-forward deep neural networks (NNs) where weights and biases are independent and identically distributed as symmetric centered stable distributions.…