The quake's epicenter was near Whitehouse Station, New Jersey, the USGS said. No damage was reported.
The earthquake was felt across the region, including in New York City, New Jersey, northern Pennsylvania and western Connecticut, according to Reuters journalists and social media.
The European Mediterranean Seismological Centre initially measured the quake at 5.5 magnitude on the Richter scale.