Basically, anything with a program sophisticated enough (and has some way to receive virus, display and sound wouldn't work) can be virused.
Storage and BIOS (GPU's have BIOSes called VBIOS as well) can be hacked, therefore the most common is the OS in the storage, since when you get a foothold...