I do not know how this systems work, but I assume is not a complex NN but instead is made from layers, with an expert system and the NN would be used only in some sections like identify the objects in an image.
Even if the NN evolve if it recognizes a bike in image X it should still recognize it after it learns more or is updated with new hardware that supports more neurons.