Su¢ciently persistent rise in nominal interest increases in ‡ation rate in shortrun. This short-run comovement of nominal interest rate and in ‡ation rate is known as Neo-Fisherianism. This paper proposes a policy based on Neo-Fisherianism to escape Zero Lower Bound (ZLB) using a textbook forward looking New Keynesian model. I have shown that proposed policy with properly chosen in ‡ation target and persistence can stimulate economy and escape ZLB by raising nominal interest rate.I have also shown that the proposed policy is robust to varying degrees of price stickiness.