B. Hoeks et Wjm. Levelt, PUPILLARY DILATION AS A MEASURE OF ATTENTION - A QUANTITATIVE SYSTEM-ANALYSIS, Behavior research methods, instruments, & computers, 25(1), 1993, pp. 16-26
It has long been known that the pupil dilates as a consequence of atte
ntional effort. But the function that relates attentional input to pup
illary output has never been the subject of quantitative analysis. We
present a system analysis of the pupillary response to attentional inp
ut. Attentional input is modeled as a string of attentional pulses. We
show that the system is linear; the effects of input pulses on the pu
pillary response are additive. The impulse response has essentially a
gamma distribution with two free parameters. These parameters are esti
mated; they are fairly constant over tasks and subjects. The paper pre
sents a method of estimating the string of attentional input pulses, g
iven some average pupillary output. The method involves the technique
of deconvolution; it can be implemented with a public-domain software
package, PUPIL.