Can't imagine why you're being demoted for this accurate assessment. Current resurgence of machine learning is based on the realization that early 80s/90s academic research that was temporarily abandoned was not working only because they didn't have the hardware for a gigantic parameter space. Now we do have the hardware.
They were invented in the 80's, they weren't used because of limited processing power.