When, where, and how to add new neurons to ANNs

Kaitlin Maile, Emmanuel Rachelson, Hervé Luga +1

Neurogenesis in ANNs is an understudied and difficult problem, even compared to other forms of structural learning like pruning. By decomposing it into triggers and initializations…