So deep neural networks don’t have to approximate any possible mathematical function, only a tiny subset of them. To put this in perspective, consider the order of a polynomial function ...

You enter something, and they deliver an output without any accompanying ... number of layers a neural network must consist of in order to approximate a certain type of function—and thus solve ...