In Chobits, I believe they are the external cables, the input/output cables for the prototype. It's a lot more convenient to put them around the ears than... any other place, I suppose. Looks weird, but any other place seems like it would even more weird. :/
I think that would be the main reason for the robotic ears on the otherwise completely humanlike android of many characters in anime.