While the yen's sharp drop over the past two days has driven the Nikkei to near seven-year highs, the currency's quick decline is also spurring concerns over Japan's economic outlook.

"The main worry if the yen continues to weaken is inflation," said Edwin Merner, president at Atlantis Investment Research.