Not Displaying Previous Network Share Shortcuts

By default, when you go to Network Places, it will scan and show shortcuts to previous network shares.
To turn this off and remove any current shortcuts

Open up the Windows Explorer

Go to Tools / Folder Options / View

The top section should be Files and Folders

Uncheck Automatically search for network folders and printers

Then go into Network Neighborhood Select all the previous netowork connections Delete them

Next time you look at the Network Neighborhood, they should not repopulate