Point process analysis of noise in early invertebrate vision
Fig 3
Spike metric optimisation shows a clear minimum when only photon counts are used.
Parameter q indicates the relative cost of shifting versus inserting/deleting photons. For small values of q (shifts are unimportant) a clear minimum appears at m = 1 indicating integrate-fire works best with a threshold set at the mean bump area.