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