My goal is to understand how different neurodevelopmental trajectories influence the organizational and functional properties of biological and, by extension, artificial neural networks. To do this, I employ techniques ranging from graph theoretical characterizations of empirical network topology to computational modelling using bespoke recurrent neural networks.