I’m not sure deep neural networks are precisely the “core technology used in self-driving vehicles”. They are definitely core to computer vision, but that is only one part of the computer vision -> sensor fusion -> localization -> path planning -> control pipeline. There is some hope that deep learning will expand across the stack over time, of course.