FRANKFURT—The world's leading central banks joined forces to offer Europe's beleaguered banks easy access to dollars Thursday, acting to quell fears that the region's lenders could fall victim to the euro-zone's government debt crisis.

The European Central Bank said it would coordinate with the U.S. Federal Reserve, Bank of England, Bank of Japan and Swiss National Bank to ensure banks unlimited dollar funding through the end of the year.

The...