A semiconductor device includes a memory bank. The memory bank includes a plurality N of memory arrays and a local control circuit. Each memory array includes a plurality of bit cells configured to store bits of information and connected between a plurality of bit lines and a plurality of complement bit lines. The local control circuit is configured to pre-charge the bit lines and the complement bit lines at most N-1 memory array at a time. A method of operating the semiconductor device is also disclosed.