If there's any single takeaway from recent advances in deep learning, it's that multilayer neural nets allow the simulation of recursion, which is absolutely fundamental to any kind of meaningful reasoning.
Struggling through mathematical notation, or learning technical material in school, can be brutal. Never confuse the medium with the message.