Aligned and oblique dynamics in recurrent neural networks

1 code implementation • 14 Jul 2023 • Friedrich Schuessler, Francesca Mastrogiuseppe, Srdjan Ostojic, Omri Barak

Here, we utilize recurrent neural networks (RNNs) to explore the question of when and how neural dynamics and the network's output are related from a geometrical point of view.

Relation

The interplay between randomness and structure during learning in RNNs

1 code implementation • NeurIPS 2020 • Friedrich Schuessler, Francesca Mastrogiuseppe, Alexis Dubreuil, Srdjan Ostojic, Omri Barak

Recurrent neural networks (RNNs) trained on low-dimensional tasks have been widely used to model functional biological networks.