Strange. Click the remember me box on the home page when you sign in and that will help for a bit. My browser remembers mine and I have had no trouble.
Click the "Tools" menu on your browser and select "Internet options". Under "Browsing history" there should be a box to delete history, temporary files, cookies and saved passwords. Make sure that it isn't checked. Hope that helps.