How does a browser slow my computer to a crawl?

How does a browser slow my computer to a crawl?

I'm mostly wondering about the mechanism behind how some webpages can cause my computer to almost freeze. This happened a couple of times to me in either Firefox or Chrome (the only two browsers I really use). I suspect the root cause is usually Flash though. Here are the specs on my computer: