Ling Liang Dong

Slow synaptic plasticity from the hippocampus underlies gradual mapping and fragmentation of novel spaces by grid cells

The paper shows that slow hippocampus-to-entorhinal plasticity underlies gradual grid cell map formation and fragmentation in novel environments through longitudinal imaging and modeling.

From Synapses to Dynamics: Obtaining Function from Structure in a Connectome Constrained Model of the Head Direction Circuit

The paper develops a method to infer functional dynamics from a connectome of the Drosophila head direction circuit by estimating cell-type-level parameters using self-supervised and unsupervised learning.

Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools

Data architecture for a large-scale neuroscience collaboration

The paper describes a modular data architecture for a neuroscience collaboration, enabling data contribution, access, and analysis across multiple labs.