98 citations · 224 across the 9 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
q-bio.QM2016★ 15 cited
Interpretable Nonlinear Dynamic Modeling of Neural Trajectories
Yuan Zhao, Il Memming Park
A central challenge in neuroscience is understanding how neural system implements computation through its dynamics. We propose a nonlinear time series model aimed at characterizing…
stat.ML2016★ 98 cited
Variational Latent Gaussian Process for Recovering Single-Trial Dynamics from Population Spike Trains
Yuan Zhao, Il Memming Park
When governed by underlying low-dimensional dynamics, the interdependence of simultaneously recorded population of neurons can be explained by a small number of shared factors, or…