Mind is to brain as software is to hardware
You might want to skip this one if you are not interested in philosophy. You might enjoy my favourite posts here instead. It’s not too hard to follow though. Maybe you’ll enjoy it.
Why am I writing this?
I’ve been interested in the philosophy of mind for a while. It’s kind of the reason I started studying philosophy with the Open University in the first place. I was lucky enough to have a philosopher as my tutor in my first module (Hi, Dr Stuart!) and, as the module came to an end, I asked him ‘Would a physicalist say that information is physical?’ and he gave me a thousand-word answer that amounted to ‘it depends’. Dr Stuart suggested I write my own thoughts down. I wanted to get them down before we study philosophy of mind in my current Open University module so, here goes.
Information and the physical world
Philosophers from Plato to René Descartes to David Chalmers have attempted to explain the nature of the mind and its relationship to the body. I will claim that the very idea of mind comes with too much baggage and superstition to provide much clarity and we can make better progress toward understanding if we start with something simpler. In this essay, I will examine the relationship between information and the physical world and show that the relationship between information and the medium it is stored on offers a useful starting point to understanding what the brain does. I will conclude by comparing the information processing that happens in a computer with the information processing that happens in the brain. I will start by explaining what I mean by information.
Information has various meanings in science, maths and philosophy but I will use this commonsense definition:
Information consists of a collection of data points that convey meaning.
A data point is a fact about the world that can be expressed in various ways: notes on a piece of paper; bits and bytes on a CD ROM; drawings in the sand; tunes from a trombone and countless other media. The particular arrangement of data points contains and conveys information to any information processing system that is able to understand what it means. As an example, consider the lyrical poem, She Walks in Beauty by Lord Byron (1788 – 1824).
She walks in beauty, like the night
Lord Byron, 1814
Of cloudless climes and starry skies;
And all that’s best of dark and bright
Meet in her aspect and her eyes:
Thus mellowed to that tender light
Which Heaven to gaudy day denies.
In this poem, Byron uses words and phrases to describe one of his many paramours and each phrase captures a data point about the woman and what she means to Byron. Combining these phrases into a poem, Byron tells us that he has met a beautiful woman and she reminds him of a cloudless night. The experience has meaning to Byron and, referring back to my definition of information, Byron conveys the meaning to us via a collection of data points.
We are currently seeing Byron’s poem on a computer screen or, perhaps, on a printed page but we can also hear the poem spoken aloud and we can store it in the indentations of a CD ROM. At one point, the poem existed only in the brain of Lord Byron. The poem itself seems to exist independently of any particular medium. In a similar way, other kinds of information — Pythagoras’s Theorem, Beethoven’s Fifth Symphony and the adventures of the Italian plumbers in Super Mario Bros — can be reproduced on papyrus, played on a kazoo or enjoyed on a Nintendo Wii. They share with Byron’s poem the ability to be transmitted via or stored on several different media. This raises questions about the nature of information and how it is related to the physical world and I will begin my investigation with Descartes’s conception of the mind.
René Descartes (1596 – 1650) was one of the first philosophers in the modern era to consider the separation between the mind and the body. For Descartes, we humans are made from two fundamentally different kinds of substance: our bodies are made of physical stuff and our minds are made of mental stuff, where mental stuff is a non-physical substance that does not have physical attributes like weight or colour and does not take up space. This division of the world into physical stuff and mental stuff has come to be known as dualism. For Descartes, the mind is a thinking-thing that is separate from the body and survives the body after death. Mind is closely related to Christianity’s concept of a soul and Descartes uses the two terms interchangeably (Descartes, 1748). However, I would argue that terms like mind, soul and self are holdovers from a time when most people believed in immaterials souls implanted by God. Those terms generate more heat than light in our investigation. However, this idea of dualism has relevance to the definition of information which I will address below.
Information seems to exist on a physical substrate while being independent of any particular substrate. Does information depend on the physical substrate for its existence? If so, does this make information itself physical? Like Descartes’ concept of mind, information is clearly not made of the same stuff as physical objects. Does this mean that there are two different kinds of substances? I claim that it makes no difference what name we give to the distinction but will argue that the analogy between information and mind is useful when we try to understand the distinction between mind and body. The relationship between software and hardware makes for another useful analogy and I will investigate this in the next section.
The relationship between information and the medium it is stored on is similar to the relationship between a computer program (the software) and the computer it runs on (the hardware). A computer program is a sequence of instructions for a computer to execute and, just as Byron’s poem can exist as either writing on a page or as vibrations in the air, a computer program can exist on a variety of media. It requires a computer to execute but the program itself can take several different forms.
To illustrate, consider this simple program written in the programming language Ruby and try to guess what it will do.
3.times { print ‘Ho! ‘ }
Even if you know very little about computers or programming, you can probably guess that it results in the following output.
Ho! Ho! Ho!
You were able to read the written instructions, interpret the meaning and generate the output in the little voice in your head. A computer would do the same. In fact, the software that executes Ruby programs is called an interpreter. A Ruby interpreter will, exactly as you did, receive the instructions, interpret the meaning and generate the output. Also, like Byron’s poem, a Ruby program seems to exist independently of any particular medium. It can be written on a piece of paper, stored on a CD Rom or downloaded from the Internet. One could argue that the program depends on a physical computer just as the poem depends on a piece of paper — but it can be executed by a variety of hardware devices. It can run on your computer, on your phone, or even in your head. As with the poem, the program seems to have an existence independent of the medium it is stored on and, as with the poem, we can understand the program as information: it is a collection of data points that convey meaning.
We now have two examples that demonstrate the relationship between information and the physical objects that contain it. I will now consider a third: the brain also stores information (as with the poem) and interprets and executes instructions (as with the computer program). I am not claiming that the brain is a computer (not yet). Rather, I am claiming that an analogy with software and hardware helps us to understand the relationship between information and the brain. I will explore this analogy further in the next section.
Compared to the brain, a computer is quite simple: information is fed into the computer which interprets the information and produces output. The information may be stored in memory for later use. Computer hardware is usually not altered by the software it executes or by the information it stores. In a similar way, the information in the brain is stored in networks of neurons that interact with its neighbouring neutrons via electrochemical messages. Each neuron is connected to its neighbours and each connection is called a synapse. The brain contains trillions of synapses which store information (Ramón y Cajal, 1894). However, unlike a computer, when the brain receives information, the brain itself is altered when new synapses form. There is not quite the strong distinction that exists between computer hardware and software but, nevertheless, the hardware of the brain stores information just as a computer does. Somewhere in those trillions of synapses are the words from Byron’s poem.
The brain can process information and follow instructions too. Consider what happens when you multiply two numbers. Somewhere in those trillions of synapses are the instructions for multiplying two numbers. Just like a computer, the brain stores information and processes information. However, processing information is just one of the things that the brain does. The brain also regulates our heartbeat and moves our limbs; it receives data from our eyes, ears and touch and, from that data, builds models of the world; it can imagine a moonlit night at the beach and it can remember last night’s romantic encounter. The brain can do all those things but what the brain is and what the brain does are separate concepts. Philosophers often refer to the latter as mind but I would argue that terms such as mind and consciousness and self are distractions from a time before neuroscience and computer analogies could provide simpler explanations without mysterious and supernatural ideas from the Middle Ages.
In summary, as with Byron’s poem and the computer program, the information and the instructions for processing it seem to have an existence that is separate from the neurons and synapses that do the storing and processing. It’s not too fanciful to imagine that we could find another substrate (silicon, perhaps?) that could perform the same task and I will explore this idea in a separate essay.
In this essay, I have established that information is a real thing in the world that is separate from but dependent on the physical world that makes it possible. Information can take the form of a poem, a symphony, a computer program or, crucially for my argument, a thought in the brain. I have left a few ideas dangling—I have not explained what I mean by meaning or understanding, for example. Neither have I addressed the topic that I am tantalisingly heading toward (for reasons that I make clear below): an explanation of how the brain creates conscious experiences. I will address these ideas in a separate post.
Commentary
I am enjoying my essays for my Open University class but I’ve been frustrated that they are quite shallow and I can’t dig as deep as I want to dig. Charlotte suggested that I write two essays—one for my tutor and one for myself—but I found that I am so done with the topic by the time I submit my essay that I am ready to move on to the next subject. I thought I’d try writing the essay for myself first before I’ve even read the materials for this topic.
I’ve skipped the subject of consciousness for now, partly because my essay was already getting long and partly because it strays dangerously close to the topic of my next assignment. I’ll return to it when the assignment is done.
I’ve been interested in the nature of consciousness for a while but all the explanations I have read seem to me to be heading down the wrong track. I think even starting with the idea of consciousness is a mistake because consciousness means so many different things to different people and the idea leads us astray. I believe a simple understanding of information and its relation to what happens in the brain will give us a firmer foundation when we come to consider the (ahem) harder problems.
I skipped referencing because it is soul-destroying. All the ideas are my own except where otherwise noted. I also skipped the usual objection-making because my essay was already getting long. I’ll come back to it.
Comments, objections and suggestions are welcome.


Just watched John Oliver’s show on AI https://youtu.be/Sqa8Zo2XWc4
You might know it already? I like to describe what I think about the difference between AI and our minds as follows. As long as our mind cannot fully grasp how it works and what it covers and can do, AI is far from being able to compete with us, because who then will be able to teach AI about our mind if we cannot define it?
We don’t have to teach the AI how our minds work. We just have to teach them to learn and they will figure the rest out on their own.
A computer can calculate, combine in an amazingly fast pace ridiculously amounts of data, true. But the mind is more than that. Emotions and feelings are not a simple question of comparing data in my opinion. But you may be right, Kevin. Your blog is wonderful, you are doing us all good.
Thank you, Betty!
AI can get pretty smart without feelings and emotions. I saw a chart in a book recently (Other Minds) that plots human intelligence against other kinds of intelligence (chimpanzees, dolphins, octopuses, AI, aliens). The vertical axis plots raw intelligence (are they smarter than us or not?). The horizontal axis plots how similar they are to us. An octopus is super smart (though not as smart as us) but it has its brains in its arms. Who knows if it has emotions?
This is kind of my point about separating the ordinary stuff the brain does (thinking, calculating, seeing, moving) from consciousness. You can get a very smart machine long before you figure out how consciousness works.
Eventually, we will make an AI smart enough that it can think for itself and invent new stuff without involving us at all. There are university departments that specialise in planning for how to make AIs “safe” when they get smarter than us. It’s definitely coming.
But emotions are just chemicals and electricity coursing through the body, initiated by thoughts in the brain. There’s no reason they can’t be simulated too.
Have a read of “Superintelligence” by Nick Bostrom to learn about all the ways AI can get super smart (and kill us) without us being involved at all. I think you’d be surprised by how much AI can do already.
What’s an example, Betty, of something that an AI will not be able to do because it doesn’t have emotions, feelings or a mind?
I want to counter this by asking what exactly would AI figure out on its own and how? Our system of feelings and emotions and reactions to other people’s feelings and emotions is a very complex and delicate system, partly physical, partly mental. AI is fed with all kinds of observations that we have made ourselves. Indeed, the AI could conclude things based on that. And indeed, that could be dangerous if it is connected to something that could kill us. It also could say some funny and surprising things (like John Oliver cites in his show). And that is why we must keep watch over what it actually does. But the way it learns is nothing compared to the way our biological system and mental system developed from hormones for example, and learned things from for example complex interactions with others. It only samples data, it performs logic and it calculates. On the other hand, if one has the view that human feelings and emotions are also only data, logic and calculations then my argument does not help to alter that. Except maybe that we can look how empathy develops in primates and then when one realises how complex that is, it may be possible to see that it is difficult to ‘figure that out’ on your own with only electricity as a power source. https://link.springer.com/article/10.1007/BF02382862
AIs learn by inductive inference (same as us) and deductive inference (same as us). They also have some rules coded explicitly by their creators (we do to if you consider our instincts and our genes). But most of what they know, they know from learning. I can’t think of anything that, in principle, they couldn’t learn.
Sure, social interactions and empathy might be difficult to figure out — but we humans did it once. Why couldn’t an AI figure it out a second time?
A quick note on feelings & emotions: they may not work exactly the way that other things in our brain work but there is nothing magical about them that we couldn’t build too. Binary logic (like a computer uses currently) might not be the right way to build them (they are more like analogue systems from older machines, IMO) but I don’t see any reason why we could not build those too.
I liked how you separate what the mind is and what the mind does. It can create a lot of confusion if we group these concepts together.
Your essay made me think… if my brain was bubblegum and still processed information, then I would still have a mind if defined as a “thought/stimuli processor”. If so, animals have minds too… But that sounds kind of weird to me. To me having a mind also has something to do with human intelligence and reasoning. That’s why we say “you’ve lost your mind!” when someone is being unreasonable. At least these are my first thoughts anyways. ??
Thank you for posting
As we get into the topic, I’m really surprised at how diverse the opinions are about what mind is and what it does.
For me, it’s obvious that my dog can think and can reason about problems and even imagine chasing rabbits in the movie in her head. I think lizards, parrots and octopuses can do that too. They all have minds.
The idea that mind can come from somewhere other than my brain just blows my mind. Sorry, Descartes! Sorry, K!