I had exactly the same problem. 
$ svn co svn+ssh://bfrankovs...@domenname:22/svn/project/
svn: Network connection closed unexpectedly.

I installed an older version (1.5.0):
$ svn co svn+ssh://bfrankovs...@domenname:22/svn/project/
ssh: Could not resolve hostname domenname:22: Name or service not known
svn: Connection closed unexpectedly

Then I created .ssh/config:

Host domenname
  User bfrankovskiy
  Port 22

remove the port from command string:
$ svn co svn+ssh://bfrankovs...@domenname/svn/project/
and it worked. 
( $ svn co svn+ssh://domenname/svn/project/  works too).

-- 
svn+ssh repositories:  svn update terminates with: svn: Network connection 
closed unexpectedly
https://bugs.launchpad.net/bugs/463294
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