One of the recent promising theoretical approaches to accounts of the violation of rationality (or generalize the concept of rationality) in human decision making is quantum decision theory. In this expository review article, I introduce 1) problems of rationality in quantum decision theory and 2) relationships between psychophysics, theoretical neuroscience including neuroeconomics, and quantum decision theory.