Cursitor Doom formulated on Sunday :
The R/C constant for voltage decay doesn't magically change just because
you're using "supercapacitors" - just do the math as usual and work it
out for yourself as if you were using common-or-garden electrolytics.

I'm just not sure how the self discharge works, I have no experience of
these caps.