When editing C# code in Visual Studio 2010, the ENTER key makes IntelliSense complete the current suggestion, without adding a new line.
In VB.NET, the de
Unfortunately the set of trigger keys for intellisense completion is not a configurable item for VB.Net. There is no way in the default Visual Studio environment to change this behavior.
It would be possible to develop a plugin of sorts to accomplish this. However that's a pretty extreme measure.
EDIT As of Visual Studio 2017, it is now possible to change this. See the answer below
UPDATE VISUAL STUDIO 2017:
Now with Visual Studio 2017 you can change it. Tools -> Options -> Text Editor -> Basic -> IntelliSense. In Enter key behavior select Never add new line on enter
ANSWER FOR VISUAL STUDIO 2015 AND PREVIOUS:
Resharper makes it possible overriding Visual Studio intellisense and using its own intellisense. It is the only way I've found. It has a 30 days free trial if you want to test it.