2 papers
cs.LG2026
Learning reveals invisible structure in low-rank RNNs
Yoav Ger, Omri Barak
Learning in neural systems arises from synaptic changes that reshape the representations underlying behavior. While low-rank recurrent neural networks (RNNs) have emerged as a powe…
cs.LG2025
Learning Dynamics of RNNs in Closed-Loop Environments
Yoav Ger, Omri Barak
Recurrent neural networks (RNNs) trained on neuroscience-inspired tasks offer powerful models of brain computation. However, typical training paradigms rely on open-loop, supervise…