The surprise step appears to be designed to bring billions of dollars worth of cash in unaccounted wealth into the mainstream economy.
"Black money and corruption are the biggest obstacles in eradicating poverty," he said in an address to the nation.
New 500 and 2,000 rupee denomination notes will be issued later, he added.
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