I guess it depends on the template you're using.
With DW default template, you can provide your own logo.
Simply upload your new logo as :logo.png or :wiki:logo.png
I think you cannot suppress the logo, but it is possible to upload a 1x1 fully
transparent logo.png file, which will look like there is no logo at all.