Triple channel RAM is when you have 3 sticks of the same type of RAM, the CPU is able to divide its RAM usage between the three of them, effectively tripling the speed. The size, speed and model doesn't have to be the same, but it helps a lot.
I believe only the core i7 supports it right now, but i may be wrong.