My desktop is win7 and I am trying to connect to a server 2012. Both hosts are on the same domain.
If I do:
Enter-PSSession -ComputerName *Serve
In my case DNS was was pointing to the right IP yet there wase a typo in the hostname so basicaly the parameter -Computername and the actual hostname didn't match.