Kavli Affiliate: Max Tegmark | First 5 Authors: Ziming Liu, Mikail Khona, Ila R. Fiete, Max Tegmark, | Summary: Recurrent neural networks (RNNs) trained on compositional tasks can exhibit functional modularity, in which neurons can be clustered by activity similarity and participation in shared computational subtasks. Unlike brains, these RNNs do not exhibit anatomical modularity, […]
Continue.. Growing Brains: Co-emergence of Anatomical and Functional Modularity in Recurrent Neural Networks