Unfortunately, Internet Explorer is a memory hog. Chrome and Firefox are a lot better about handling their resources, and IMO give a better browsing experience anyway
That having been said, if you are on Vista or Windows 7, you can try to physically re-set your RAM or you can look into upgrading.
Nick