A memory device comprises an array of memory cells each capable of storing multiple bits of data. Each memory cell includes a programmable transistor in series with a resistance switching device. The transistor is switchable between a plurality of different threshold voltages associated with respective memory states. The resistance switching device is configured to be switchable between a plurality of different resistances associated with respective memory states.