If you want to insert banners in your sidebars, you can use the text widget, and paste html code for your banners.
http://codex.wordpress.org/WordPress_Widgets#Using_Text_Widgets
As per your first problem, when I look at your site I see the same widgets appearing on every page, so I am not sure I understand your problem here.