In these days, FinFET is getting more preference than CMOS, as it is the most promising transistor known for their high short channel effects controllability and flexible threshold voltage (V th ) through double gate. The major challenge in this era is chip designing in Low Power with scaling of Integrated circuits (IC's). The thinner W fin FinFET show less degradation in performance than thicker W fin . In VLSI, the Area, Power and Delay are major key factors to improve circuit functionality, if any one of that can be reduced then the circuit performance can be enhanced. The types of memories offer Data Retention Voltage (V dr ) variables in FinFET due to different threshold voltage compare to CMOS based memories. This paper investigates implementation of SRAM cell using FinFET to focus on reducing any of the key factors of memory i.e. power dissipation, noise voltage and data retention voltage and also various simulations were carried out between conventional and FinFET based 6T, 7T and 8T SRAM cells. In our proposed FinFET based SRAM cell we get 15-20 % less power dissipation, 6-8 % reduction in data retention voltage and noise voltage reduced up to 30-40 % from conventional SRAM cell, this designing has been done using Cadence Virtuoso tool at 45 nm technology.