Non-volatile memory cells based on ferromagnetically coupled giant magnetoresistive (GMR) material were patterened into submicron feature sizes. Switching characteristics of such cells allow for bipolar signal reading which is twice of the intrinsic magnetoresistance change of the material. Excellent thermal stability is reported for deep submicron memory cells.