In a frequency-of-seeing experiment like that of Hecht, Shlaer and Pirenne
PHYSICS · Multi-part · Fermi University Physics · Mathematical Methods for Physics · Biophysics & Medical Physics · Bioelectricity, the senses and the physics of the body
Forces, Machines and Signals, Ch Vision and photoreception: counting photons
Problem
In a frequency-of-seeing experiment like that of Hecht, Shlaer and Pirenne, a subject is dark-adapted and shown many brief flashes of fixed mean intensity. For a flash whose mean number of photons absorbed by rods is aˉ=4, the subject reports seeing it on 21% of trials. For a brighter flash with aˉ=9, the subject reports seeing it on 88% of trials. Assume that the number of photons absorbed on any one trial is Poisson-distributed with mean aˉ, and that the subject reports "seen" whenever at least n photons are absorbed, where n is a fixed integer property of the visual system.
((a)) Starting from the Poisson probability of absorbing exactly k photons, derive the general expression for Psee(n,aˉ), the probability of absorbing n or more photons.
((b)) Evaluate Psee(n,aˉ) at aˉ=4 and at aˉ=9 for the three candidate thresholds n=5, n=6 and n=7, and hence determine which value of n is consistent with the two percentages quoted above.
((c)) In a real experiment only the numbers of photons at the cornea are known, here 40 and 90, and the fraction f in aˉ=fI is unknown. Taking n=6, find the f that makes the 40-photon flash seen on 21% of trials and predict the fraction seen for the 90-photon flash. Explain why, with f free, the two percentages test n less sharply than in (b).