In device health, it shows that the cameras are both connected to my extended wifi network, however I am unable to access live view and the cameras do not recognize motion - this happens everytime that the power goes out. To get them to work again, I essentially will have to delete them from my account and start all over scanning the bar codes on the cameras.
I also have a wireless doorbell which does reconnect itself and continues to work after the power goes out.