A timer and a battery, as well as a means of remote detonation (phone call). A cell phone is a very cheap detonator.
Somehow I think it would be easier for the terrorists to just go to radioshack and buy the parts to build a timer or remote detonator. It wouldn't be as suspicious because most people probobly wouldn't know what the components were for.