Change Volley timeout duration

I use the new Volley framework for Android to do a request to my server. But it timeouts before getting the response, although it does respond.

I tried adding this code:

HttpConnectionParams.setConnectionTimeout(httpParams, 5000);
HttpConnectionParams.setSoTimeout(httpParams, timeoutMs);

in HttpClientStack of the Volley framework to a different integer (50000), but it still times out before 50 seconds.

Is there a way to change the timeout to a long value?