Hi,
I am not sure whehter this technique will work or not, but try it ones.
Noise in digital circuits arises because of switching.
Now the 3 NAND gates which you are not using, short both there inputs and connect it to ground. This will fix the output of the NAND gate fixed at 1, and that can prevent the noise.