http://www.clarkvision.com/articles/iso/
This is an article you should read after absorbing and applying my reductionist version for a couple years. It’s a much more excellent and accurate explanation of the principles behind ISO.
Why is a camera sensor’s “native” ISO different between photo and video modes?