Inferring perceptual decision making parameters from behavior in production and reproduction tasks. (arXiv:2112.15521v1 [cs.LG])

Bayesian models of behavior have provided computational level explanations in
a range of psychophysical tasks. One fundamental experimental paradigm is the
production or reproduction task, in which subjects are instructed to generate
an action that either reproduces a previously sensed stimulus magnitude or
achieves a target response. This type of task therefore distinguishes itself
from other psychophysical tasks in that the responses are on a continuum and
effort plays an important role with increasing response magnitude. Based on
Bayesian decision …

arxiv decision decision making making production