any kind(s) of memory/memories? Which is correct?

I am confused about the usage of "any kind(s) of". When referring to memory (device to store data or program), which of the following use is right and why?

1) any kind of memory
2) any kinds of memory
3) any kind of memories
4) any kinds of memories