This is a good question. We use ‘none’ to speak about ‘zero’ in a group of three or more things.
None of the cars have air conditioning. (3 or more cars)
We use ‘neither’ to mean ‘zero out of two’.
Neither of the (two) cities have a subway system.
I hope this helps.