Timothy D. Kim

Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations

An important problem in systems neuroscience is to identify the latent dynamics underlying neural population activity. Here we address this problem by introducing a low-dimensional nonlinear model for latent neural population dynamics using neural ordinary differential equations (neural ODEs), with…