It was Eddie Van Halen, of the band Van Halen.
Van Halen would not allow the name of their band to be used in Back to the Future, and for this reason, Marty's tape is labeled "Edward Van Halen", who wrote and played an untitled piece for this scene without pay as a favor for record producer Quincy Jones.