This could be just a network issues. Try different network modes, i.e. Shared networking and Bridged network mode with default adapter.
If there are any antivirus - try disabling it temporary.
Also, check the memory and video settinng in Virtual machine -> Configuration -> Hardware section.
I would suggest increasing the memory to at least 1 Gb to make sure this is not the issue.