A highly stable 8T SRAM cell is presented to improve the Static Noise Margin (SNM). The proposed 8T SRAM cell uses a single-bit line structure to perform read and write operation. The design enhances the write ability by breaking-up the feedback loop of the inverter pair. It also improves the read stability by eliminating the effects from the bit-line. The simulations show that the proposed 8T cell offers 2.07x read static noise margin, 1.41x and 2.60x in write '0' margin compared to the conventional 6T cell and 7T cell, respectively. Besides, the proposed structure has a significant improvement in writing '1' operation and HSNM.