Depression-related memory loss is a treatable condition.
Stress related memory loss might be permanent.
Some treatments, such as ECT for depression, can cause permanent memory loss.

I know when I am severely depressed, I can't recall many things, but do recall them once the depression lifts a bit.

TC!