Or to save you downloading software.
Open command prompt, type diskpart, then list disk. Look for a disk that matches your usb (i think only size is listed), select disk #, clean. You should now be able to reformat your flash stick to whichever format you wish. If this doesn't work then it's likely the memory has corrupted.