Before revision:  I present examples of simulated neural activity that follows different low dimensional configurations and compare the results of kdPCA to dPCA.
After revision:  I present simulated examples of high-dimensional neural activity generated from low-dimensional trajectories and compare the results of kdPCA to dPCA.