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Flying By Brain

Garabito writes "Scientists at the University of Florida made a living 'brain' by extracting 25,000 neurons from a rat's brain and culturing them inside a glass dish. Then, the neurons began to extend lines to each other, creating a living neural network between them. The dish had a grid of 60 electrodes connected to a computer running a flight simulator. The scientists were able to train the 'brain' to control the plane in the simulator and to react to conditions of the plane. Are we getting closer to create an artificially made conscious being, or perhaps, a living computer?" AlphaJoe was one of several readers to add a link to Wired's article on the experiment.

41 of 636 comments (clear)

  1. working backwards by man_ls · · Score: 3, Insightful

    We designed neural networks to follow how brains work.

    Now we're using a brain to run a neural network.

    Chicken-egg problem, anyone? :)

    1. Re:working backwards by Myen · · Score: 3, Insightful

      Which came first, the chicken or the chicken egg? ;)

    2. Re:working backwards by ChatHuant · · Score: 2, Insightful

      Which came first, the chicken or the chicken egg?

      The evolutionist answer is simple: the egg came first. It was laid by something that was almost but not quite a chicken.
      (I believe I read this in one of Gould's essays, but I can't remember which)

    3. Re:working backwards by RichardX · · Score: 2, Insightful

      Alternatively... the chicken came first.. it was hatched from something that was almost, but not quite, what we'd recognise as a chicken egg.

      Of course, with the chicken being the more complex of the two objects there are more potential variations to make it an almost-chicken rather than for the egg to be an almost-egg, but it's still a possibility :)

      --
      Curiosity was framed. Ignorance killed the cat.
    4. Re:working backwards by tsa · · Score: 2, Insightful

      What I don't understand is why a bunch of neuron cells should be interested in keeping an imaginary plane in the imaginary air. To be able to learn this it has to have gotten some sort of rewards or punishments I think. How did they learn those neurons to fly that plane?

      --

      -- Cheers!

    5. Re:working backwards by FnH · · Score: 2, Insightful

      Nope, the chicken and the egg it hatched from have the same DNA. Only when creating an egg, something can go wrong (mutate) and result into another type of animal.
      The egg was first. Unless you follow naming conventions, then the chicken came first by definition.

  2. Does this......? by Anonymous Coward · · Score: 5, Insightful

    Does this freak the shit out of anyone else?

    1. Re:Does this......? by Whumpsnatz · · Score: 3, Insightful

      Yes. At what point does a culture of rat brain cells become a feeling entity? I just find it repulsive. But then I don't want to see critters killed for "education" either, and I don't think much of the life-long torture to which we subject animals in the meat factories.

    2. Re:Does this......? by d3ity · · Score: 3, Insightful

      Sorry to wreck my karma with a flamebait, but It has to be said. So...emptying the petri dish would be the equivalent of an abortion? or murder? or both?

    3. Re:Does this......? by aussie_a · · Score: 3, Insightful

      As long as we don't use human brains it isn't. See, we live in a society where only humans are protected to any large degree.

    4. Re:Does this......? by shish · · Score: 3, Insightful

      A petri dish of neurons is as much a concious being as a chip of transistors; so I vote neither.

      --
      I mod down anyone who says "I will be modded down for this", regardless of the rest of their comment
  3. Huh? by istewart · · Score: 1, Insightful

    Probably a n00bish question, but does this mean that a rat could be trained to run a flight simulator? Or were the neurons just a different hardware substrate as opposed to silicon transistors?

  4. Jesus this is scary. by NarrMaster · · Score: 2, Insightful

    Exciting? Yes. Scary? Hell Yes. Potential for Good? Check. Potential for evil? Big Check.
    I for one...... ahh, screw it.

    --
    That's right. All your base.
    1. Re:Jesus this is scary. by NetKraft · · Score: 3, Insightful
      Potential for evil? Big Check.
      Umm, not more so than any other new tech. It's not like we'll be growing huge living sentient overlord brains anytime soon, this is basically just neural network software research, on a new kind of hardware. Sure, it has some heavy ramifications, but so does a lot of other technology, and you don't go around making supposedly insightful comments about their bloody 'potential for evil', now do you?
      --
      I don't suffer from insanity. I enjoy every minute of it.
  5. Wow by Wtcher · · Score: 2, Insightful

    This reminds me of The Ship that Sang. Except... less cuddly and much more ratlike.

    I wonder what the possible incarnations of this technology would be like... would they replace airline pilots? What would happen if one went insane? /Could/ it go insane? I guess a brain computer could have a lot more processing power than current logic gate technology, but it'd be like comparing an apple to an orange.

    I wonder what the PETA and other ethics groups will say in response to this research.

    --
    ----- Wtcher Dragon, UDIC
  6. Re:really scary by Anonymous Coward · · Score: 1, Insightful

    Not really. The network of neurons is not conscious; it's just a mass of cells that happens to have a way to communicate with each other that's convenient for the application. (Or rather, that make this a convenient application for the study of that communication.) Just because the components happen to be biological doesn't make this neural network more intelligent or conscious than one running on traditional hardware.

  7. Re:One question... by ajna · · Score: 5, Insightful
    The parent post is simplistic and misinformed. Here's why:

    Point 1: This isn't a brain we're talking about, it's 25,000 neurons in a dish that has a grid of electrodes on the bottom, so whatever structure has come to being is unlikely to resemble that of a brain except that it's made up of neurons which synapse on other neurons.

    Point 2: Pleasure and pain are not localized in the brain. You can feel many different kinds of pain (visceral via sympathetic nervous system vs. somatic, for instance) and can feel each of these kinds of pain at different regions in the body (and thus different groups of neurons in the brain). I imagine the same holds true for pleasure, with different neurotransmitter pathways involved for each.

    About the grandparent, that's exactly what I wondered too, and I couldn't find any pertinent info in the two articles either. The two following paragraphs are what I find to be very handwavy and suspect:

    "Initially when we hook up this brain to a flight simulator, it doesn't know how to control the aircraft," DeMarse said.

    "So you hook it up and the aircraft simply drifts randomly. And as the data comes in, it slowly modifies the (neural) network so over time, the network gradually learns to fly the aircraft."
  8. Re:really scary by pclminion · · Score: 4, Insightful
    Not really. The network of neurons is not conscious; it's just a mass of cells that happens to have a way to communicate with each other that's convenient for the application.

    What? How can you possibly assert that? I could make the same claim about you. All you are is a "bunch of neurons" that exhibits complex behavior. I have absolutely no reason to suspect that you are conscious. Sure, you act like you're conscious, but you're just saying that.

  9. Re:really scary by Usquebaugh · · Score: 4, Insightful

    But is it self aware? At present I would doubt it, but maybe in the future, just maybe.

    This I find fascinating. The moral ramifications are huge.

    For starters if it becomes self aware, is it alive like us? If so are we no more than complex machines or is there something else? :-)

  10. And what is consciousness? by Colin+Smith · · Score: 4, Insightful

    What makes you think a large simulation of a brain won't be conscious?

    http://www.ad.com/

    --
    Deleted
  11. Re:teh living computer by Chrispy1000000+the+2 · · Score: 3, Insightful

    Still, we have crossed a line. I'm not sure exactly where that line was, but I do know that people will be angry that we've crossed it. For better, or for worse, it's been crossed, and there is no reason to go back, and undo the experiment, infact, you couldn't. It will be interesting to watch where this field of science will go.

    If I could tell these scientists but one thing, that would be to use a great deal, a great deal of caution in what they do, and what could happen becuase of their results.

    --
    Sig
  12. Re:Ethics? by TheAntiCrust · · Score: 4, Insightful

    You better be vegetarian! I, for one, know of many larger and more common masses of neurons that definately can feel things that are having much worse existances than flying a virtual plane.

  13. Re:No Feedback Loop by Hatta · · Score: 4, Insightful

    Don't anthromorphize the neuron. Neurons self organize and process signals in completely unconscious structures with no sense of pleasure. The neurons of the spinal cord, retina, or enteric nervous system for instance. Self organization and signal processing is just what neurons do. We've known for some time that certain types of electrical stimulation (high frequency) can strengthen a connection where as other (low frequency) can weaken a connection. But how this turns into computation, we don't have a clue.

    I am really excited about this. If we can standardize this process, this gives us a whole new in vitro method for studying how neurons learn. Then we can apply drugs, or knock out proteins, or even do fluorescent imaging on the live neurons as they think. This could be as big a leap forward in the understanding of the mind as PCR or western blotting have been to understanding the cell.

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  14. Re:teh living computer by Reene · · Score: 2, Insightful

    I'm glad I'm not the only one that is slightly creeped out. I mean, I read about a lot of stuff that could fairly be considered "scifi-esque" that have people recoiling...Cloning (reproductive AND theraputic- that includes cloning organs), stem cell research, genetically engineering organisms like foods that resist pesticide or viruses and bacteria that eliminate certain diseases and cancers, no problem.

    This just seems much creepier for some reason I can't pinpoint. Maybe for the very reasons you cited- human brains being a valuble commodity on some black market.

    It raises some ethical concerns as well...What would be this brain's level of consciousness? What if it DID became self-aware and what it was being used for? Man, I gotta stop thinking about this now...

    --
    "He does look a bit Oompa like, even if his Loompa is a bit off-kilter."
  15. Something is wrong here by felonius+maximus · · Score: 5, Insightful
    Despite finding this technology exciting, I also find myself feeling quite disturbed by it.

    There are certainly some amazing opportunities here to learn about how brains work, and no doubt this could help us in building better interfaces for cybernetic implants.

    I just feel very uncomfortable with this kind of experimentation. It is my understanding that given enough complexity, any system has the potential to become self-aware. This plate has 25,000 neurons in a roughly two-dimensonal matrix (from the Wired article), so it's probably not even as smart as a bug so far (I am just guessing about this, does anyone have figures to compare this to?), but given enough space and time, might it not become sentient?

    This reminds me of a similar experiment involving a fish brain controlling a robot. http://news.bbc.co.uk/1/hi/sci/tech/1043001.stm

    Then again - maybe I am being squeamish for no reason. After all, if your entire existence was flying imaginary planes, maybe that wouldn't be so bad.

  16. still going forward by e144539 · · Score: 1, Insightful


    Most researchers today would agree that artificial neural networks are quite different from the brain in terms of structure. Like the brain, however, a neural net is a massively parallel collection of small and simple processing units where the interconnections form a large part of the network's intelligence; however, in terms of scale, a brain is massively larger than a neural network, and the units used in a neural network are typically far simpler than neurons. Nevertheless, certain functions that seem exclusive to the brain such as learning, have been replicated on a simpler scale, with neural networks.

    We took the basic idea from biology, but currently we don't understand how the brain works well enough to model anything on them directly. This is just another step in that direction; to try to figure out how neurons respond to stimuli or 'input'. It will be a long time before we develop something like a human brain, with 100 billion 'simple processing units'.
    That is unless we start using DNA in machines.

    neural network

  17. Re:One question... by Hatta · · Score: 4, Insightful

    About the grandparent, that's exactly what I wondered too, and I couldn't find any pertinent info in the two articles either. The two following paragraphs are what I find to be very handwavy and suspect

    He's talking to the lay press, give him a break. Even if he gave the information we all want, it's likely the reporter didn't understand it well enough to realise its importance. We'll just have to wait until his paper is published to find out how he's done it.

    --
    Give me Classic Slashdot or give me death!
  18. Re:Great now im going to lose my job by Coneasfast · · Score: 1, Insightful

    that is, by far, the worst joke i've ever heard :)

    --
    Marge, get me your address book, 4 beers, and my conversation hat.
  19. Re:Immoral by Anonymous Coward · · Score: 1, Insightful

    Despite that life plays with us?

  20. Re:really scary by Anonymous Coward · · Score: 1, Insightful

    The point is not so much that a mass neurons of can't be conscious, as that a mass of neurons this small can't be concscious. The reason I can assert this is because, while the network does exhibit complex behaviour, that behaviour is not as complicated as that shown by organisms that we can reasonably assume to be conscious - people. Why should this be any scarier than a silicon based solution that does the same thing? Why does biology need to have a monopoly on consciousness?

    As much fun as it is to bring Solipsism and the Problem of Other Minds into this, it doesn't really help the conversation. How do I know my PC isn't conscious? How do I know my hands aren't seperate, conscious entities that my conscious mind has enslaved to do its bidding?

  21. I agree... by Anonymous Coward · · Score: 3, Insightful

    Ban all organism altering human concoctions because they just interfere with nature's natural way. It would be a shame to harm a living cell by taking medically prescribed drugs to aleive one of pain. To those with parkinson's disease, we, as humans, will no longer do anything for you because your hardship is nature's way of telling you that you suck and weeding you out. Headache? Too bad, suffer, it is natural. You think your headache is actually a symptom of a brain tumor, sucks to be you because we no longer do Cat Scans because the information we derive from them changes the natural path of nature. Being able to watch a nueral network grow and develop would be an extrodinary thing, that would change how we understand life, and how we understand computing, forever. It would shed light on mysteries that have bother us for years, but unfortunately, we can't go down that road, becuase in one persons view, studying it would simply be a "toy," and we can't have that.

  22. Just because we can? by vandan · · Score: 2, Insightful

    Yet another example of technology outstripping society and out collective wisdom.

    Just because you can do something, doesn't mean you should .

    Indeed, a wise society is one that can do something, yet chooses not to and offers their reasoning for others to contemplate.

    I am not particularly religious, ie I don't identify with organised religion. However I do believe in the sanctity of life, and I know that these experiments are fundamentally wrong , no matter what justification you choose to attach to them. They go way beyond normal experimentation, because they directly affect consciousness, and this type of experimentation on a mind is not something that I can ethically deal with, nor is any product based on the same type of process.

    If people want artificial intelligence, then fine ... create one from scratch. But don't screw with the brain / mind of another living being, no matter how primitive or insignificant you claim it to be.

    1. Re:Just because we can? by Bitsy+Boffin · · Score: 4, Insightful
      I think I've been successfully trolled, but...

      How are we to learn, if we don't experiment? These findings could directly and indirectly fundamentally improve our understanding of how the brain operates, and indeed make it so that we can study the workings of brains up close & personal without being invasive into a living creature - human, rat or otherwise.

      Isn't that a good thing?

      You kind of remind me of a quote from Steven Hawking regarding something the pope said..

      "He [the pope] told us that it was all right to study the evolution of the universe after the big bang, but we should not inquire into the big bang itself because that was the moment of Creation and therefore the work of God."
      --
      NZ Electronics Enthusiasts: Check out my Trade Me Listings
    2. Re:Just because we can? by Anonymous Coward · · Score: 5, Insightful

      How do you define "consciousness". Is an atom conscious? Chemical compound? Chemical reactions? A cell? 10 connected cells? 25,000 connected cells?

      Is it when something that can 'learn'? We have computer programs that can learn.
      Is something suddenly conscious when it neurons are connected? You have neurons in your leg, is your leg conscious?

      Is it something can react with the enviroment? Sperm can react with the enviroment, is it conscious?

      Define what it is you are actually against. They got a bunch of cells, and made it send electrical signals in a certin way.

      As you say "a wise society is one that can do something, yet chooses not to and offers their reasoning for others to contemplate." But you have offered not reasoning other than to say YOU can't ethically deal with a bunch of cells sending electrochemical reactions to a few other cells and a computer.

      Personally I would happly give them 25,000 of my some 100 billion neurons (In my brain alone) if it means that in the future someone who has brain damage can have their brain repaired and have their life go back to normal.

    3. Re:Just because we can? by sicking · · Score: 3, Insightful

      To a certain extent I do agree with you. Taking a conscious brain out of a rat and hooking it up to wires would be a horrible thing to do. If we want to play around with a brain we should build our own.

      But isn't that more or less what they did here? It sounds like they're just taking a few cells out of a rat and then growing them on a dish. We've done this for ages, growing cells and bacteria on dishes and used for all kinds of research and other things.

      When you say start from scratch, to what level of complexity should we go. Creating our own cells? Creating our own polymer? Creating our own molecules? We certainly couldn't create our own atoms. In this experiment they went to a level so low that there were no consciousness, isn't that what's important?

      Also, isn't it just as important how high level of complexity you build out of those blocks, I.e. if you build something as intelligent as a cell, or as a fly, or as an animal. I would argue that this is much more important. If we build something that can have feelings and emotions, does it really matter if that thing is built out of chemical cells or electric transistors?

      Yes, there are certainly boundries that must not be crossed in this type of research, but I don't think there was enough information in either article to say that that boundry was crossed.

      --
      Failing to learn from history dooms you to repeat it.
  23. Re:Saw this a few days ago... by Bitsy+Boffin · · Score: 2, Insightful

    My guess is, you use the electrodes in the petri dish to stimulate the neurons into strengthening the connections when the plane is doing the right thing (straight and level presumadly) and weaken (or just not strengthen) when the plane is doing the wrong thing (crashing).

    I believe that by altering the characteristics of the charge applied over the electrodes this effect could be realised.

    Eventually the connections will be strengthened in such as way as the plane is flown straight and level.

    Nothing to do with pleasure or pain, just artificially causing the correct connections to strengthen.

    Of course, IANABS (Brain Surgeon). So I could be completly wrong, it's just how I imagine they could achieve the desired results.

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  24. No, because we want to. by Rui+del-Negro · · Score: 5, Insightful

    I believe in the "sanctity" of "life", and I think it's wrong to put one person's heart inside another person's chest. If you want to give someone a working heart, fine, but grow one "from scratch". I "know" transplants are just "wrong".

    I believe in the "sanctity" of "life", and I think it's wrong to give one person the blood of another. If you need blood to save someone's life, then create blood "from scratch". I "know" transfusions are just "wrong".

    I believe in the "sanctity" of "life", and I think it's wrong to perform artificial insemination. If you want to help people who are trying to have children, you should er... create a child from scratch? Or maybe just pray for them (a lot)? Anyway, I "know" IVF is just "wrong".

    Guess what, creating those things "from scratch" is very, very hard. And assuming someone put the time and effort into it and created them, what then? A neuron would still be a neuron, whether it came from a brain or from a test tube. And if your problem is with the (abstract) "mind", then how do you manage to turn off your PC? A modern computer, running a modern OS, displays more "intelligent" behaviour than many insects. Is a "mind" any less "sacred" if it's silicon-based, instead of carbon-based?

    These experiments are very much right, and should have been done a long time ago. Modern medicine can do amazing things with muscle and bone and skin, but nearly all nervous and neural diseases are impossible to cure or even treat. A lot more research is needed.

    Neurons are no more "sacred" than any other cell type (spermatozoons, for example). In fact, millions of both are wasted every second.

  25. Re:really scary by bluFox · · Score: 3, Insightful
    [as that a mass of neurons this small can't be concscious.]
    There you go asserting things again to which you have no proof.

    [that behaviour is not as complicated as that shown by organisms that we can reasonably assume to be conscious - people.]
    Do you think a baby is concious? If yes, is a cat that is able to exhibit more complex behavior than the baby , concious? Where is your dividing line?

    --
    ~561
  26. Re:Um... by fyngyrz · · Score: 2, Insightful
    Animals are not selfaware, at least not to the point where they ponder their place in the universe.

    Even taking your broad stroke of "animals" as non-human animals, that statement is worthless - at present, there is no way to define what you're talking about, much less measure it once it has been defined.

    If animals are self-aware, the only conclusion you can draw is that they don't seem to have a way to communicate it to us. If they aren't, they can't communicate it to us no matter what. And that's all we know about it.

    We do, however, know for a fact that some animals (cats and dogs are good examples here) evidence just about every segment of the spectrums of emotions that we do, and that they can be quite calculating with regard to obtaining results that benefit them.

    Animals deeply pine after long-time companions (animal and human) who are no longer around. They love and they hate. They lust, they sneak, they pull practical jokes, they play, sacrifice themselves, mope, use tools, trust, distrust, defend territory and friends, and so on through an amazing spectrum of supposedly definitive human characteristics. And let us not forget that they share almost all of our genetic makeup.

    So animals may indeed not be conscious, but no sensible alternative explanation for these behaviours has ever been published - and that leaves the issue 100% open.

    Right now, the evidence hints towards the likelyhood of non-human animal consciousness - not away. As to what they might do with such a thing, we have no idea. They're not us, and we are not them. It is presumptuous to say otherwise. So they might, indeed, contemplate their place in their world. If so, that process might, or might not, somehow resemble what humans do.

    I know of only two venues where statements like yours are taken seriously. Religion and Psi-chi-hat-tricks. Neither are sciences, and neither has any credibility worth talking about except in their own circle of sychophants.

    --
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  27. An important question I think we're all missing by DownloadTHIS · · Score: 2, Insightful

    At what point does a creation like this become considered life?

  28. Re:really scary by Anonymous Coward · · Score: 1, Insightful

    There you go asserting things again to which you have no proof.

    While the other AC had no proof (nor shall I present any), this is testable. Of course, first you have to define "conscious", but there probably exist definitions to which we could all agree. I'm not a psychologist, but I vaguely recall that there are experiments to test for a generally agreed-upon definition.

    Do you think a baby is concious?

    That rather depends on the age of the baby. Note that this is not "conscious" in the sense of "awake."

    If yes, is a cat that is able to exhibit more complex behavior than the baby , concious?

    And if no? And how do you measure the complexity of behavior? (This is a silly question, of course, but no more than your next one.)

    Where is your dividing line?

    If there is a concrete phenomenon that can be referred to as "consciousness" (which there seems to be), there must be a dividing line. (alright, and assuming that some things lack consciousness) Where, exactly, that line is does not matter. What matters is that this blob of cells is far below it.