Open EEG
The openEEG project aims at describing and putting manuals for building a two channel EEG system for about U$200. More on instructions on how to build one, can be found here.
The latest update on the page seems to be a bit old, but Olimex sells the necessary PCB boards and accessories to build the device. They also sell the openEEG completely assembled.