Provided is a neural network device including a plurality of word lines extending in a first direction, a plurality of bit lines extending in a second direction intersecting the first direction, and a plurality of memory cells arranged at points where the plurality of word lines and the plurality of bit lines intersect one another. Each of the plurality of memory cells includes at least two ferroelectric memories connected in parallel along a word line corresponding to each of the plurality of memory cells.