The reference current generation circuit of a multiple bit flash memory. An identical boosted word-line voltage is applied to the gate terminal of reference memory cells in different reference current generation units and a different substrate voltage is applied to the substrate of each reference memory cell so that different reference currents are produced. This arrangement reduces different degree of shifting in the reference currents due to temperature and source voltage Vcc variation.