Kavli Affiliate: Terrence Sejnowski | Authors: Margot Wagner, Yusi Chen, Arjun Karuvally, Mia Cameron and Terrence J Sejnowski | Summary: sequential dynamics underlying replay, prediction and traveling waves. How hippocampal circuitry achieves both remains unclear. Here, we show that recurrent neural networks trained on continuous prediction tasks converge to a mixed-symmetry dynamical regime, in which […]
Continue.. Balancing Stability and Flow in Hippocampal Networks via Inductive Bias and Learned Symmetry Breaking