Neural nets are also likely to be used to model the behavior of other road users (i.e. 'how is this car/pedestrian/etc likely to move in the next few seconds'?). No-one seems to be seriously considering an end-to-end neural network (i.e. inputs are sensors, outputs are throttle and steering wheel), but neural nets are pervasive components of the full system.