A memory device using error correction code (ECC) implements a memory array parallel read-write method to reduce the storage overhead required for storing ECC check bits. The memory array parallel read-write method stores incoming address and data into serial-in parallel-out (SIPO) address registers and write data registers, respectively. The stored data are written to the memory cells in parallel when the SIPO registers are full. ECC check bits are generated for the block of parallel input data stored in the write data registers. During the read operation, a block of read out data corresponding to the read address are read from the memory cells in parallel and stored in read registers. ECC correction is performed on the block of read out data before the desired output data is selected for output.