The thing to consider when speaking of mechanical devices such as the Lego machine or the difference engines that Babbage designed, is that in order for them to operate they need a power source. While it may be through the cranking of a handle, you have to ask what is cranking the handle, and what is the power source of what is cranking the handle?
So with any computing device there is the structure or construct which may have electrons existing within that construct (because of the atoms bonding to eachother to make up the construct), but it needs an additional power source to run the construct.
In the brain there are electrical signals that flow through to intiate various processes and there are chemical ones as well. But even the chemical processes are driven by electrical processes such as the chemicals charge. Of course there are the nuclear aspects as well (protons,neutrons), but without the electrical aspect, it seems that a computational device or conscious entity may not be able to exist.
By the way I am not one of those electrical universe guys.
In the following TED video, Sebastian Seung uses the metaphor of the structure of our neural net as a river bed and the electricity flowing through our neural net as the water flowing through the river bed. Which could even be referred to as the stream of consciousness.