The paper discusses the stability issues of conventional 6T SRAM cells during read operations, highlighting how lower supply voltages reduce static noise margins and overall cell stability. It proposes a modified 6T SRAM design that improves stability without increasing transistor count, as well as alternative 8T and 9T SRAM topologies that enhance performance while addressing power consumption challenges. The findings suggest that appropriate modulation of power supply voltage, word-line, and bit-line voltages can significantly improve read-mode static noise margins in SRAM cells.