Richmond Federal Reserve Bank president Thomas Barkin speaks to the Economic Club of New York in New York City. 

Inflation data in January, with consumer and wholesale prices rising faster than anticipated, complicate upcoming U.S. central bank interest rate decisions, Richmond Federal Reserve President Thomas Barkin said.

READ MORE: US inflation data for January made Fed's job 'harder,' Barkin says