The matlab code isn't particularly speedy, but there is nothing specific to matlab as far as the math goes. It should be possible to recode it in any language and get much much faster results.You would want to do this if intending to deal with that amount of data.
Matlab is great for theorising until something works, and then get it re-written in something else a little more swift once you have the concept proven.