A memory device and a control method thereof are provided. The memory device includes I memory blocks, I global power lines and I first local driver modules. Each memory block includes M gate control lines and a plurality of transistor units arranged in M rows. Gates of the transistor units in the m-th row are electrically connected to the m-th gate control line. The I global power lines are electrically connected to I pre-driver circuits and the I memory blocks, respectively. Each first local driver module is electrically connected to one global power line and one memory block. Each first local driver module includes M first local driver circuits. The m-th first local driver circuit is electrically connected to the m-th gate control line.