I love poe's short stories too, Isaac Asimov is also recommended. For instance:
Insert Knob A In Hole B and also Bicentennial Man which is more like a short novel.
I hardly read at all, and whenever I do start reading a book, chances are very high that I will stop reading it at some point. Therefore I love reading short stories, because I'm pretty sure I'll make it until the end.