I work from home and it happens although it is not frequently...
If it happens, usually it only takes less than one second to reconnect to internet automatically and it is hard to even notice the disconnection. I need to connect to Company's server via internet so even one second internet disconnection would drop me off the server - That is why I notice it some times. A IT support guy in my company confirms this.