A memory device includes a substrate, word line layers, insulating layers, and memory cells. The word line layers are stacked above the substrate. The insulating layers are stacked above the substrate respectively alternating with the word line layers. The memory cells are distributed along a stacking direction of the word line layers and the insulating layers perpendicularly to a major surface of the substrate. Each memory cell includes a source line electrode and a bit line electrode, a first oxide semiconductor layer, and a second oxide semiconductor layer. The first oxide semiconductor layer is peripherally surrounded by one of the word line layers, the source line electrode, and the bit line electrode. The second oxide semiconductor layer is disposed between the one of the word line layers and the first oxide semiconductor layer.