50 trials of simulated spike trains were generated using a function that changed over time. A. The veridical firing rate, varying from 0 to 20 Hz, over the 50 simulated trials. B. The spike raster resulting from the simulation. C. The ARRIS estimate of the firing rate, using optimized dynamic bandwidths. D. The optimal fixed (dashed line) and dynamic (solid line) bandwidths for these data, as determined using kernel density approximation and generalized cross- validation.
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