Julian, 48, told Record Collector magazine he never married and never sired his own kids because he had doubts he would be mature enough to handle such a serious task.
Julian was only 5 years old when his father left his mother, Cynthia, for a high-profile relationship with Yoko Ono in 1968. He didn't see his dad again for two years and was stung by an 1980 interview in which the ex-Beatle implied Julian's conception had been an accident.
"He was young and didn't know what the hell he was doing," Julian said. "That's the reason I haven't had children yet. I didn't want to do the same thing."
Britain's The Daily Telegraph said Sunday that although Julian is pushing 50 himself and followed his father's footsteps into rock-and-roll, he says he is still trying to establish his own identity, and admitted he may have inherited his "darker side" from his old man.
"Whenever I get too aggressive, which comes from dad's side, I try to calm myself down, be more positive," he said.
Notable deaths of 2014 [PHOTOS]