First, the name is intended to stress that our interest lies primarily in understanding the psychological (abilities such as memory and langauge), and that we see neuroimaging methods as a means to an end - rather than as an end in themselves.
Second, the name follows a tradition set by other neuroimaging laboratories, including the FIL, the NIL, and BIL.
Third, the name pays homage to a little bit of pop history.