This is an oversimplification. Some bacteria have very weird metabolism. (Or, from the other point of view, some bacteria think that we have a very weird metabolism :) ). They oxidize and reduce different kind of compounds to obtain energy. More info: http://en.wikipedia.org/wiki/Microbial_metabolism
The [extremetech] article has very few details and I think that it's misleading. I can't find the original research article.
There are some interesting details in the video. (Is this a video of this experiment?) Apparently these bacteria use O2 (oxigen) and H2S (hydrogen sulfide). The metabolism is probably like: http://en.wikipedia.org/wiki/Microbial_metabolism#Sulfur_oxi...