State-Space Algorithms for Estimating Spike Rate Functions
Figure 5
State-space approach applied to data from previous figure binned at different time precisions. We show data bin widths of 10 (a), 20 (b), and 50 (c). The estimated mean firing rate (blue curves) tends to be smoother as the bin width increases. The 95% confidence bounds (red dashed curves) remain relatively constant in width for all three cases.
