Supplementary Figure 4: Effect of varying hyperparameters on kinematic decoding performance in the maze task.
From: Inferring single-trial neural population dynamics using sequential auto-encoders
For GPFA, we tested the effect of varying binsize and latent dimensionality on the ability to decode arm velocities. For LFADS, we fixed the binsize at 5 ms, and tested the effect of changing the latent dimensionality (number of factors).
