Growing Brains: Co-emergence of Anatomical and Functional Modularity in Recurrent Neural Networks

Ziming Liu, Mikail Khona, Ila R. Fiete +1

Recurrent neural networks (RNNs) trained on compositional tasks can exhibit functional modularity, in which neurons can be clustered by activity similarity and participation in sha…