It's certainly more central to the device itself. You can run a computer without a GPU, NIC, sound card, etc, but regardless of the peripherals you want, you're gonna need some kind of motherboard/mainboard to tie everything together.

I've heard claims that it's a motherboard because it has female connectors (i.e., sockets), but that's sort hard to square with the contemporary coinage of "daughterboards."