It was rereleased by Thunderbird Records in 2001, and remastered with additional tracks by Renascent in February 2007.

This was the last album the Comsat Angels produced with their original lineup.

Around the time My Mind’s Eye was released, bass player Kevin Bacon left the band to devote more time to his career as a music producer.

He was replaced by Terry Todd for the band's last album and tour in 1994-95.

[3] When Comsats frontman Stephen Fellows was asked which of the band's albums was his favorite, he named My Mind's Eye.