US securities regulators took the first steps toward ratcheting up oversight of rapid-fire trading, proposing to bring certain high-speed firms under greater regulation from a Wall Street watchdog.

The Securities and Exchange Commission on Wednesday voted unanimously to require computer-driven trading firms to register with the Financial Industry Regulatory Authority, an industry-funded regulator of brokers that is overseen by the SEC.