The Digital Analogy
Computers are only prostheses, they no more do calculations than clocks tell the time.
Clocks help us to tell the time, but they don’t do it by themselves..
Julia and Sam are talking about the following article:
Analog and digital, continuous and discrete
In this post the dialogue is realised by an interaction of virtual characters, for more information please check the page “Virtual characters“
Julia
I’m not sure I understand why the 🌍 digital/analog distinction is relevant here …
Julia
Someone once tried to convince me the distinction doesn’t even make sense!
Sam
Ha, well, 😁 computationally it does, but perhaps it is better to speak of 🌍 discrete and continuous
Julia
Ok, now I’m even more confused …
Sam
Well, think of a analog and digital watches: both tell the same time, but in a different format
Julia
Sure, so you mean there is no difference?
Sam
I didn’t say that, but perhaps that they simply measure time in different ways, it is not time which is analog or digital, but the watch
Julia
Ah, ok. So in the case of information processing, it is not the brain or the computer that is analog or digital, but how we measure and describe it?
Sam
That’s exactly what I mean! We can describe a neuron in different ways and then compare it to a circuit or a flipflop.
Julia
So there is a similarity in the description, but not necessarily in the thing you are describing? 🤔
Sam
That starts to sound very philosophical and abstract, but, yes, indeed. We can describe them in the same way.
Julia
So what did you mean with discrete and continuous?
Sam
Both brains and computers work with electricity, but in a computer the voltages are tightly controlled and used in a digital way: ones and zeroes
Sam
In a brain the voltage can vary continuously, but sometimes triggers a neuron to “fire”, and up to a point we can treat that as a “one” too
Sam
So continuous means that we measure what is happening as close as possible, discrete that we just count the neurons that fire
Julia
Aha, so by treating them as discrete units, we can then treat them as digital in our computational model 😊
Sam
Precisely! We’re not trying to copy the brain at all, only what we think is informationally relevant.
Sam
But Cho will tell you we are also ignoring a lot of stuff that happens in the brain to make that possible
Julia
And that we don’t really know which bits and pieces are relevant for the brain as a whole
Sam
Yep, I can tell you exactly how information flows through a computer or even a network, but we can’t trace it in the brain
Julia
Because in the brain medium and message, 🌍 vehicle and content aren’t clearly distinguishable.
Julia
So we can’t point at the brain and say “this process right here is this or that law of thought”. I think I get it!
Sam
Happy to have been of assistance!
Julia
Thank you so much! I’ll report back to John now
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