I've seen 3 minute and 1 minute matches on Chess.com where the players move at insane speeds during the last few remaining seconds of the match. 

I'm talking in milliseconds, I'd at least take that much of time to only recognize an event happening. So how do they even respond with a correct move?

How do they move so fast? Do they use some kind of special software or what?