Little Anthony & The Imperials - Going Out Of My Head on Soul Train mid 70s “Goin’ Out of My Head” is a song written by Teddy Randazzo and Bobby Weinstein, initially recorded by Little Anthony and the Imperials in 1964. Randazzo, a childhood friend of the group, wrote the song especially for them, having also supplied the group with their previous Top 20 Hit “I’m on the Outside (Looking In)” Little Anthony and the Imperials original recording is the best-known version of the song, although it ha