Yep, quicksilver batteries. They're about the same size as coins. Can't say they're particulary smaller nowadays than before, they've got a diametre on about 1,5 cm.
It should be placed somewhere on your mainboard/motherboard. That means you'll have to open up the case :p. You should turn off the power and disconnect the power cord before replacing it.