Police were called to a medical emergency at his Paisley Park estate earlier on Thursday, US media reported. An investigation is underway.
Prince became a global superstar in the 1980s, with albums such as 1999, Purple Rain and Sign O' the Times.
He sold more than 100 million records during his career.