Inferring stochastic low-rank recurrent neural networks from neural data

M Pals, AE Sağtekin, F Pei, M Gloeckler… - arXiv preprint arXiv …, 2024 - arxiv.org
A central aim in computational neuroscience is to relate the activity of large populations of
neurons to an underlying dynamical system. Models of these neural dynamics should ideally …

Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics

W Qian, JA Zavatone-Veth, BS Ruben, C Pehlevan - bioRxiv, 2024 - biorxiv.org
One of the central goals of neuroscience is to gain a mechanistic understanding of how the
dynamics of neural circuits give rise to their observed function. A popular approach towards …