Wide neural networks: From non-gaussian random fields at initialization to the NTK geometry of training

Luís Carvalho, João Lopes Costa, José Mourão +1

Recent developments in applications of artificial neural networks with over $n=10^{14}$ parameters make it extremely important to study the large $n$ behaviour of such networks. Mo…