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Effort to Create Virtual Brain Begins

bryan8m writes "An IBM supercomputer running on 22.8 teraflops of processing power will be involved in an effort to create the first computer simulation of the entire human brain. From the article: 'The hope is that the virtual brain will help shed light on some aspects of human cognition, such as perception, memory and perhaps even consciousness.' It should also help us understand brain malfunctions and 'observe the electrical code our brains use to represent the world.'"

81 of 454 comments (clear)

  1. Thoughts on virtual thoughts by IO+ERROR · · Score: 5, Insightful
    All it takes to simulate a human brain is 22.8 teraflops? I thought I was smarter than that.

    Seriously, they expect it to take a decade to complete. By 2015, we could probably get processors with that kind of power from the local computer store. Then everyone could have their own virtual brain...wait, are they going to GPL this?

    So what happens if this thing develops a consciousness?

    --
    How am I supposed to fit a pithy, relevant quote into 120 characters?
    1. Re:Thoughts on virtual thoughts by buswolley · · Score: 4, Funny
      Well we kill it of course.

      We kill things with consciousness all the time.

      --

      A Good Troll is better than a Bad Human.

    2. Re:Thoughts on virtual thoughts by Slashcrunch · · Score: 5, Funny

      As far as how much processing power is needed to simulate the brain, I've met quite a few people for whom a C64 and a tape drive would be more than sufficient... and maybe some duct tape.

    3. Re:Thoughts on virtual thoughts by Anonymous Coward · · Score: 2, Insightful
      All it takes to simulate a human brain is 22.8 teraflops? I thought I was smarter than that.

      TFA does mention mouse brain, and human only as the goal in 2015... plenty of time to increase the flops.

    4. Re:Thoughts on virtual thoughts by icejai · · Score: 2, Insightful

      I agree, 22.8 teraflops is waaaay not enough.

      But if a cpu in 2015 can simulate 100 billion neurons sending signals to each other a couple hundred times a second over 100 trillion morphing connections asynchronously ... sign me up!

    5. Re:Thoughts on virtual thoughts by Bones3D_mac · · Score: 3, Insightful

      I'm more worried about how long it'll take for this thing to get bored, once it reaches that state. If they are going for the full human experience, how are they going to prevent sensory deprivation?

      Will they use some kind of skin grafting onto a chip to let it "feel" things using the nerves in it, instead of simply simulating it with pressure/temperature sensors?

      And what of other stuff like taste and smell?

      --


      8==8 Bones 8==8
    6. Re:Thoughts on virtual thoughts by Ford+Prefect · · Score: 4, Informative
      All it takes to simulate a human brain is 22.8 teraflops? I thought I was smarter than that.

      From the article:
      ... [T]he initial phase of Blue Brain will model the electrical structure of neocortical columns - neural circuits that are repeated throughout the brain. ... "These are the network units of the brain," says Markram. Measuring just 0.5 millimetres by 2 mm, these units contain between 10 and 70,000 neurons, depending upon the species.

      In other words, one day they hope to simulate a whole brain, but to begin with they'll be modelling the behaviour of a particular neural unit - with physical data derived from many, many slices of mouse brains.

      In terms of deciphering the behaviour of relatively large numbers of neurons, it could be incredibly useful (and once the model is tuned would mean fewer messy, difficult and unpleasant experiments involving live animals, brain electrodes and whatnot) - but it's admittedly only a small first step toward modelling a whole brain of any species. Still, it's one of the necessary building blocks - and any moral issues are left as an exercise for the reader... ;-)
      --
      Tedious Bloggy Stuff - hooray?
    7. Re:Thoughts on virtual thoughts by baryon351 · · Score: 4, Interesting

      > So what happens if this thing develops a consciousness?

      Yes. That's what has me thinking. Not that I think we should stop, but it's going to be a disturbing moment when the techs running these things get to a point where they ask a simulation brain questions, get it to perform tasks, get it to react like a human does...

      ...and it says it's scared. or alone. or just wants a friend.

    8. Re:Thoughts on virtual thoughts by Drantin · · Score: 2, Funny

      ...If they don't then it would be kept in check by copyright law, reproducing itself would be infringing...

      --
      Actio personalis moritur cum persona. (Dead men don't sue)
    9. Re:Thoughts on virtual thoughts by venicebeach · · Score: 5, Informative

      All it takes to simulate a human brain is 22.8 teraflops? I thought I was smarter than that.

      You are.

      According to the Business Week article this thing will be simulating about 10 thousand neurons. The human brain has about 100 billion neurons. This will be simulating a small section of cortex, not an entire brain. The goal seems to be to understand how cortical columns work, not to create a simulated mind. They actually will not even have enough "neurons" to match one human cortical column, but will probably still learn alot about the circuitry....

    10. Re:Thoughts on virtual thoughts by Anonymous Coward · · Score: 4, Funny
      A decade?
      Give me a shovel and a dark night and I'll get you some real brains, second-hand. And at only 1/2 the cost.

      Sincerely,
      Igor

    11. Re:Thoughts on virtual thoughts by madaxe42 · · Score: 3, Funny

      Guru meditation error. Duct tape in tape drive.

    12. Re:Thoughts on virtual thoughts by Ford+Prefect · · Score: 2, Informative
      The goal seems to be to understand how cortical columns work, not to create a simulated mind. They actually will not even have enough "neurons" to match one human cortical column, but will probably still learn alot about the circuitry....

      Again from the article:
      Two new models will be built, one a molecular model of the neurons involved. The other will clone the behavioural model of columns thousands of times to produce a complete neocortex, and eventually the rest of the brain.

      Sounds like they'll use the data from this first phase to develop a simplified model of how networks of neurons behave - more of an empirical simulation rather than a from-scratch physical one.

      Could be slightly cheaper in terms of computational power, but what are the philosophical implications of neurons which aren't directly based on physical simulation? ;-)

      "I think I think, therefore I possibly are..."
      --
      Tedious Bloggy Stuff - hooray?
    13. Re:Thoughts on virtual thoughts by nickco3 · · Score: 2, Insightful

      So what happens if this thing develops a consciousness?

      How would you tell? Seriously. It's not like you can just stick a ruler in and measure the length of the consciousness gland.

      --
      -- Nick "Hallo this is Beel Gates, und I pronounce weendows as ... WEENdows"
    14. Re:Thoughts on virtual thoughts by ArsenneLupin · · Score: 5, Funny
      TFA does mention mouse brain,

      ... and the output of the computer will be a two-digit number.

    15. Re:Thoughts on virtual thoughts by smallfries · · Score: 3, Insightful

      Hold yer horses there laddie.

      A neuron is *very* simple. Maybe just a sigmoid function over a sum. If thing actually is doing 22.8 terraflops (unlikely, I'm guessing that's the theoretical peak for the machine) then that gives 228 instructions per neuron. That is in the right range for operation.

      There are not 'morphing' connections, they tend to mostly stabilize within the first few years of life. I can't remember the figure, its maybe on the order of a 1000 connections per neuron, so 228 floating point operations couldn't do this in real-time --- but who says it has to run realtime? Even at 1/10 speed this would useful.

      I think the bigger problem isn't the processing power --- it's how you wire that network up. At the moment nobody has any idea how a brain is wired at the neural level. Imaging techniques just aren't accurate enough to tell us this. Getting your simulation to actually simulate a realistic brain would be an awesome challenge.

      --
      Slashdot: where don knuth is an idiot because he cant grasp the awesome power of php
    16. Re:Thoughts on virtual thoughts by William+Robinson · · Score: 5, Funny
      You are wrong about neutrons. They are protons, that connect and interact to form intelligent thoughts.

      Neutrons are responsible for indifferent behaviour towards females. Recent study shows that slashdotters have enough neutrons emitted from their brain, that, they could be used as substitude of Californium 252.

      Electrons decide the level of excitement. Thats why you feel charged, after couple of beers:)

    17. Re:Thoughts on virtual thoughts by Oligonicella · · Score: 4, Informative

      You're talking out yer butt on a couple of issues. First, they are not simple. Their many axions each have many dentrites. Their responses change depending upon the hormone bath that they live in. Second, they do indeed 'morph' throughout life. They can even repair. This is especially true of the dendrites.

      You're pretty correct on the wiring, although not at the level you wrote. The basic connectivity and structure is known, but each and every brain is wired from experience, not just birth.

      It's worth trying, and we will learn a lot regardless. We just won't learn as much about the brain as one might think.

    18. Re:Thoughts on virtual thoughts by Anonymous Coward · · Score: 4, Funny

      As every nerd should know, a 6502 processor is entirely sufficient for travelling in time, impersonating a violent human being and speaking in a barely-comprehensible Austrian accent.

    19. Re:Thoughts on virtual thoughts by ThePromenader · · Score: 2, Insightful

      I don't think it's the power we've got wrong: It's the architecture. No matter the size of the database or the speed of the transfer, if you pump it all through a limited X number of processors you won't have anything resembling the human brain. Granted we don't know exactly where it happens (or what directs them), but it seems that we have hundreds of thousands (voir millions) of simultanious synapses with every change of task or situation.

      In this light, one could almost consider a search engine's racks and racks of linked compters as the closest thing existing to the human brain.

      --

      No, no sig. Really.

      ThePromenader
    20. Re:Thoughts on virtual thoughts by ColaMan · · Score: 4, Informative

      (chopped from various web sources)

      Some of the most successful early computers were analog computers, capable of performing advanced calculus problems rather quickly. Before digital computers became the mainstay of computing, analog computers were quite common. Analog computers use varying voltages and currents to represent variables, and various types of amplifiers to represent factors in differential equations, with the result being a final voltage or current that can be read out on a meter or graph. Analog computers were heavily used in process control situations, such as calculating the correct aiming of the big guns on board a battleship. Many variables had to be considered simultaneously, including the position of the ship, the position of the target, the type of ammunition, the wind and other weather conditions, the constant motion of the ship from the action of the sea, and myriad other variables. The analog computer would simultaneously combine all of these variables to generate a real-time result that would control the large servomechanisms that aimed the guns to assure that their ordinance would be delivered accurately to the target.

      They were,however, a real bitch to sort out. So the computer world focused upon digital designs, which , it turned out, were a lot easier to do.

      --

      You are in a twisty maze of processor lines, all alike.
      There is a lot of hype here.
    21. Re:Thoughts on virtual thoughts by Somato_gastric · · Score: 5, Informative

      Hold your horses! There is abundant evidence that single neurons can perform more complex operations than a mere 'sigmoid fuunction'. That is a working approximation that can be useful from the point of view of simulations but that is all.

      Single neurons can potentially perform computations at the level of the of the passive cable equation. At the level of active membrane properties when added to those passive canle equation solutions. At the level of genetic instructions becoming activated in the nucleus and dendrites in response to activity. And finally the plasticity or learning rules that neurons use are not only computational very important but probably quite varied from brain region to region. Spike timing dependent plasticity for example allows the brain to pick out persistent correlations within highly noisy inputs. None of this is included in the impoverised neural-network viewpoint of 'sigmoids'

      The real question is why are they doing this? Markram is a top researcher and knows what he is doing. But i quesiton the motivations of big blue. i wouldnt be suprised if they didnt give two hoots about the science but rather are only doing this so that they can get the kind of publicity that posts on slashdot bring. Remember 'Deep Blue'? Lets hope they dont treat Markram like they did Kasparov

    22. Re:Thoughts on virtual thoughts by maxwell+demon · · Score: 2, Funny
      42!

      The factorial of 42 is a two-digit number?
      What base are you using? Base 37483411234209726053065806?
      (because in this base, it would be two-digits:
      The more significant digit would have the value 37483411234209726053065805, and the less significant digit would have the value 33187259034871818286636170)
      --
      The Tao of math: The numbers you can count are not the real numbers.
    23. Re:Thoughts on virtual thoughts by SpinyNorman · · Score: 2, Insightful

      It's meaningless to guess how many OPS/FLOPS it's take to simulate a human brain (or any other physical object) without stating what type of simulation you're talking about. In the case of a brain, a molecular simulation is going to take many orders more OPS/FLOPS than a neuron-by-neuron simulation, whcih would in turn take many orders more OPS/FLOPS than a neural assembly (e.g. cortical microcolumn) simultion, etc, etc. If we actually knew how the brain functioned in high level terms, then we could perform a behavioral simulation which would be most OP/FLOP efficient of all, and could likely be well within reach even today.

    24. Re:Thoughts on virtual thoughts by ajlitt · · Score: 2, Funny

      Don't forget 'governing California'.

    25. Re:Thoughts on virtual thoughts by iamhassi · · Score: 4, Informative
      " As every nerd should know, a 6502 processor is entirely sufficient for travelling in time..."

      for those of you who didn't get that joke.

      --
      my karma will be here long after I'm gone
    26. Re:Thoughts on virtual thoughts by darb_is_fat · · Score: 2, Funny

      You mean I'm eventually going to have to socially interact with my computer in the future? Ugg.

    27. Re:Thoughts on virtual thoughts by ConceptJunkie · · Score: 2, Funny

      Actually, I thought of this movie, wherein a time machine is created using (apparently) only a small airplane and an old microcomputer (Apple II, C64 or something similar). We learn the key to time travel can be stored on 7 5-1/4" floppies.

      --
      You are in a maze of twisty little passages, all alike.
    28. Re:Thoughts on virtual thoughts by merlin_jim · · Score: 3, Informative

      They were,however, a real bitch to sort out. So the computer world focused upon digital designs, which , it turned out, were a lot easier to do.

      A key factor is that analog computers are inherently lossy; components aren't precise enough to make a large analog computation as the imprecisions tend to add up...

      And then there's the whole Turing concept of code as data. Analog computers were "programmed" by adding and subtracting components; software as bits is a lot more mutable. Even so, with the appropriate switching devices, an analog circuit that's programmable is theoretically possible.

      But why bother when digital is so much more precise?

      On the flip side, analog computers STILL see some life in minor subsystems everywhere. With proper design they happen to be quite handy for feedback-control applications...

      --
      I am disrespectful to dirt! Can you see that I am serious?!
    29. Re:Thoughts on virtual thoughts by MojoRilla · · Score: 3, Interesting

      We don't have to simulate the brain function in real time for it to be a valid simulation. And, if you read the article, they are modeling this on many, many slices of mouse brain. As it says, they hope by doing this that they will shed light on perception, memory, and perhaps even consiousness. It doesn't say they will achieve this, just that they hope to.

      No sensationalism here. Move along.

    30. Re:Thoughts on virtual thoughts by Ungrounded+Lightning · · Score: 2, Informative

      But why bother when digital is so much more precise?

      Because quantiztion and roundoff error play HELL with derivatives. Bigger, faster, cheaper digital computers had to be developed and better algorithms discovered before digital could take over the job. Once that had been done, digital's flexibility won out.

      Analog computer technology was an outgrowth of audio and radio, and developed quickly during and immediately after WW II. A couple dozen components would make the fundamental building block, which could do an accurate computation (weighted sum, integration, differentiation, or something more complex) at kilohertz to megahertz rates. A similar number of components, as a digital device, could make a couple flip-flops processing a bit at about the rate the op-amp could do the entire computation. Noise and offset could be controlled, and taken into account. (In a feedback system, as in the real-world device being modeled, offset and noise are suppressed by the feedback if the system is stable.)

      Analog computational technology is STILL in heavy use - at high frequencies, and at the edges of digital systems. (Digital techniques are just starting to take over some of the functions of, for instance, radios.)

      The main reason digital wins out is that the computational elements are sufficiently immune to noise that they can be miniatureized and placed close together without misbehaving. When you get enough orders of magnitude cost reduction from that, you can throw enough of them at an analog problem to get an acceptable answer for less money and engineer time than you'd need to spend doing it with purpose-built or purpose-wired analog parts. Then digital wins.

      --
      Bantam Dominique roosters crow a four-note song. Once you've heard it as "Happy BIRTHday" you can't NOT hear it that way
    31. Re:Thoughts on virtual thoughts by kurzweilfreak · · Score: 2, Funny
      i only heard this when reading a pamphlet on the debilitating disease MS.

      Was that a Linux pamphlet by any chance?

      --

      kurzweil_freak

      5th Kyu Genbukan Ninpo/KJJR student

      Be the darkness that allows the light to shine.

    32. Re:Thoughts on virtual thoughts by ghjm · · Score: 2, Funny

      Yes, of course that's what he meant. However, there are certain technical difficulties inherent to a numbering system in this base; notably, the requirement to identify more than 37 septillion differentiable single-place symbols. Expressing a "digit" as a base 10 number defeats the purpose of the system, even if you draw a circle around it.

      SerpentMage's key insight, of course, was that we are only interested in a particular number - the factorial of the Great Answer. This will be the only use we will ever make of the base-37483411234209726053065806 numbering system. Therefore, we only need to create unique symbols for two entities - the number 37483411234209726053065805, which we will refer to as "4", and the number 33187259034871818286636170, which we will refer to as "2". Under this system, (decimal) 42! equals (base-37483411234209726053065806) 42.

      Appropriate assignment of values to the symbols "six," "nine" and (possibly) "times" is left as an exercise for the reader.

      -Graham

    33. Re:Thoughts on virtual thoughts by Tackhead · · Score: 2, Funny
      > > skin grafting onto a chip to let it "feel" things
      >
      > Are you processing what I'm processing??

      Seeing as how they're using slices of mouse brain, I believe the correct answer would be along the lines of...

      "Umm, I think so, Brain, but a billion parallelized microprocessors and a human named CmdrTaco? What would the children look like?"

    34. Re:Thoughts on virtual thoughts by Intron · · Score: 2, Funny

      My own belief is that consciousness is the sum of thousands (perhaps millions) of micro-personalities each made up of a small number of brain cells. They compete for attention and get voted on based on their relative output and importance. The ones that prevent you from walking off cliffs have fairly high importance, and almost always get listened to. The one that tells the old campfire story is almost always shouted down by the rest. The parts that do the voting are also micropersonalities like the rest - call them meta-personalities. Each of these are formed by memory and experience. Simulations are run to balance the various outputs while you sleep. We call that dreaming.

      --
      Intron: the portion of DNA which expresses nothing useful.
  2. Obligatory... by ArbiterOne · · Score: 3, Insightful

    "We marveled at our own magnificence as we gave birth- to A.I."

  3. Obligatory HAL quote by harlemjoe · · Score: 4, Insightful

    "without your space helmet Dave, you're going to find that rather difficult"

    2001

    --
    shooting is not too good for my enemies
  4. Structure and Function by racecarj · · Score: 5, Interesting

    What's interesting about this type of study is the possible philosophical arguments that come up...

    Our brains are made of mostly water, carbon, etc.... which form neurons. This is only important in the sense that we are what we are because these neurons are able to take a set structure, where neurons interconnect, and then have a specific function, where they fire.

    There's nothing magical about these neurons. Let's say that you could replace these neurons with say, ultra-small marbles, that could take the same structure and perform the same function... It is logical to think that this marble-brain would be an actual brain, the same as any other. It would be a person.

    So if they're simulating a brain virtually, but this virtual construct simulates the structure and function correctly, would this virtual brain be aware? Would it be a "person"? I personally, would say that it would. But then, is it moral to ever shut such a simulation off (murder)? Or create it in a virtual world without any other virtual brains to talk to (torture)? Or create it at all for the use of an experiment?

    1. Re:Structure and Function by venicebeach · · Score: 2, Interesting

      This view is called functionalism.

      But in regards to this simulation, it is not being built to do the things that a human brain does. That is, as far as I can tell from the article, it does not have any perceptual, motor, or cognitive functions, it is simply an isolated circuit designed to understand how assemblies of neurons work together.

      A growing movement in cognitive neuroscience stresses an understanding of the mind as an "embodied". That is, much of our cognition relies upon and draws from the physical body - its context. For example, in order to understand other people's movements we map them onto our own motor representations. Almost every cognitive function is grounded in some kind of physicality. It may be impossible to create a conscious "brain in a vat"....

    2. Re:Structure and Function by rsynnott · · Score: 2, Interesting

      IF it was anything close to a human brain, then yes, switching it off would be murder and sensory deprivation would be torture. Whether they'll actually achieve that, tho, is questionable. If they do, it opens up an ethical nightmare that has already been done to death by science fiction writers.

      --
      Me (Blog)
  5. Life.. don't talk to me about life.. by shadowcode · · Score: 5, Funny

    In 10 years, I bet the first readout will read;
    "I think you ought to know that I'm feeling very depressed"

  6. In other news by Einherjer · · Score: 5, Funny

    They needed a simple brain to begin their modelling with.

    They decided on George W. Bush.

    Let's just hope....

    hmmm....

    I for one welcome our new artificial dumb military overlord.

    1. Re:In other news by AndroidCat · · Score: 3, Interesting
      What is the difficulty with writing a PDP-8 program to emulate Jerry Ford?

      Figuring out what to do with the other 3K.

      Yep, presidential brain simulation jokes just never get old!
      --
      One line blog. I hear that they're called Twitters now.
    2. Re:In other news by argStyopa · · Score: 2, Funny

      Dateline: 2012
      In further developments, the allegedly dimwitted IBM computer 'test brain' has again outpolled the latest Democratic presidential hopeful, leaving the former "major" political party now in third place and scrambling for some good news. Leading mainstream media sources have suggested anonymously that somehow this computer has managed to run a global repressive conspiracy, convince congress to throw the country into a war for its personal enrichment, and personally engineered a massive McCarthyist conspiracy without leaving a single trace piece of damning evidence.
      DNC chairperson Dean was heard to comment "It's apparently way smarter than we gave it credit for. Otherwise we have to consider ourselves just really, REALLY stupid."

      OP modded "funny" - I bet this one's modded Flamebait. Why don't we just simplify the system and have a "-1 Conservative" rating (or is -1 not enough)?

      --
      -Styopa
  7. Where is the content? by art6217 · · Score: 2, Interesting

    The real brain has content - the instinct, the way of learning from experience, and the knowledge learned from the experience. It's a bit like a computer -- there must be at leat some sensible bootstrap code that knows how to populate the circuits with other code and data. What about the `bootstrap' in the simulation? Is it only a random net of randomly initialized neocortical columns? Would not it be a bit like a huge net of random, though primitively adaptive, gates, that ones calls a processor?
    It is surely an interesting research, and I know that even primitive neural nets were used to model quite well some brain disorders etc, but -- "news flash" -- I suppose we are very far from anything being a good brain simulator, and the sci--hype won't help this much.

    1. Re:Where is the content? by goat_of_wisdom · · Score: 2, Interesting

      This is an excellent point. It's one thing to simulate a large number of neurons and an even larger number of synapses, but this is only the first small step toward simulating a real cortical column.

      In order to simulate a mammalian cortical column, the weight and bias of each synapse needs determined (experimentally or by simulation through trial and error) relative to the other synapses in that column (and there are probably tens of millions of synapses in a column consisting of 70,000 neurons).

      This doesn't even take into account the fact that we don't really know how the input to or output from most of these columns is structured.

  8. Re:brains for those who have none ... by madaxe42 · · Score: 5, Funny

    but what to do with a schizophrenic supercomputer ?

    Dual boot!

  9. What if the simulated brain is a person? by Anonymous Coward · · Score: 2, Insightful

    When started they'll have to keep the simulation going or else they'll kill him/her/ver! :(

    1. Re:What if the simulated brain is a person? by Vo0k · · Score: 3, Insightful

      A valid moral question.
      Luckily the situation is more convenient. Call something like "suspend to disk", backup the whole state and you have the equivalent of hibernation. Can be "defrozen" and brought back to life anytime.

      --
      Anagram("United States of America") == "Dine out, taste a Mac, fries"
  10. Umm... by Anonymous Coward · · Score: 5, Funny

    Is it a male or a female brain they're simulating?

    They work quite differently you know.
    Some even speculate that one of those two kinds of brain might need even less than 22.8 Teraflops to simulate.

    1. Re:Umm... by AndroidCat · · Score: 4, Funny

      Some early work was done with both. They set them up to monitor each other's output for correctness. There was a snag in that the output of the male brain was always flagged as incorrect. Removing the interface or even powering down the female brain made no difference, the male brain was always wrong.

      --
      One line blog. I hear that they're called Twitters now.
    2. Re:Umm... by Stepping+Razor · · Score: 2, Insightful

      whoooosh! (joke flies over head)

  11. Re:Here it comes... by Ford+Prefect · · Score: 2, Funny

    You forgot "I for one welcome..."

    In Soviet Russia, supercomputers welcome you!

    I'll get me coat...

    --
    Tedious Bloggy Stuff - hooray?
  12. not there yet by jumbledInTheHead · · Score: 2, Informative

    Looking at this title and having already read a fair amount on neural physiology I thought, we do not have enough information to do this yet. Then I read the article and it is a ten year long project, and possibly for a mouse brain (clarification would be nice).

  13. Will come to nothing by countach · · Score: 2, Interesting


    My prediction is that this project will achieve very little. I doubt they know as much as they think they do, but more importantly they won't be able to bootstrap this thing to be comparable to a real person.

    1. Re:Will come to nothing by LnxAddct · · Score: 2, Interesting

      Don't overestimate your own complexity and worth as a human being. All of our consciousness may just be an emergent behavior from billions of neural connections, people seem to get defensive when they hear of efforts to create a machine equal to them, like it would make them worth less or something. I think a lot more of it is just hope, hope that they can't be that easily replaced by a machine. I on the other hand hope this program makes some major progress, I think machines would complement us well.
      Regards,
      Steve

  14. Brain simulation? I doubt it by Adelbert · · Score: 3, Interesting
    About a year ago, I read this book. It's very interesting, and the arguments put forth in it contradict the possibility of simulating the human brain in the way IBM intends.

    While it is true that Moore's Law suggests we will soon have the processing power of the human brain, that doesn't mean we will soon have AI on our hands. If we built this computer and fed into it a "Hello World" program written in Pascal, it isn't going to suddenly become self-aware.

    We only have one type of working brain, so it would make sense to replicate this in every way possible in order to create a simulated intelligence. However, this has a great deal of complexity that we neither have the bioloical knowledge to understand nor the technical knowledge to emulate. Literally millions of neurons are connected inside us, forming cortical maps and working at different levels of awareness, from the lower, barely perceptible levels (reflex actions), to the higher, seemingly conscious, levels (deciding whether to order toast or a bagel for brunch).

    Anyone who's interested in AI (or indeed the operation of the human brain) should read Steve Grand's book. It is highly enlightening, and very thought-provoking.

  15. Mentifex by FleaPlus · · Score: 4, Informative

    Wow, did you really just link to Mentifex's page? For those not familiar with him, he's an infamous kook from the early days of Usenet who spammed newsgroups claiming (and still claims to this day) that he's "solved AI" and implemented it in Forth and JavaScript. More recently, he's expanded onto places like slashdot.

    There's a fairly extensive FAQ on him here:

    http://www.nothingisreal.com/mentifex_faq.html

    1. Re:Mentifex by Anonymous Coward · · Score: 5, Funny

      A fun though struck me when reading the FAQ.

      Noone seem to have real contact with murray, and his adress was not really known. He also seem to have a little to much time on is hands, posting huge amounts of usenet posts etc. What if Murray did succeed a long time agoo, and is now letting his virtual brain (that somehow thinks it is murray) do all his spamming for him.

      Of course, this theory lacks in many points... :P

  16. An AI Essay by tezza · · Score: 2, Interesting
    I stumbed across this when looking for a Java Rules Engine:

    From Socrates to Expert Systems.

    It argues that rules based AI is a dead end. It also classified levels of expertise.

    It would seem like this non-rules-based IBM brain simulation method would be one which could possibly go beyond the 'advanced beginner' stage that Professor Hubert Dreyfus proves that rules base systems are limited to.

    --
    [% slash_sig_val.text %]
  17. Re:brains for those who have none ... by Arminator · · Score: 3, Funny

    No, send him to space to investigate black slabs. And to operate pod bay doors.

  18. Brain != Thinking by arstchnca · · Score: 3, Insightful

    For those who don't feel up to actually reading an article, the Blue Brain project does not intend to create artificial intelligence, but rather a replication of the physical side of the human mind - the brain. The 22.8 teraflops mentioned in the summary are going to be used to manage a database of "neural architecture." The whole project has little, if anything, to do with concsiousness.

    As of this posting, there have been several "what if" posts about the project accidentally leading to the creation of artificial intelligence. Systems such as the fictitious Skynet will not rival the flexibility and depth of a single human mind until we fully understand the mind ourself. Lisa Fittipaldi, an astonishingly talented painter, is able to create beautiful scenes on what was once a blank canvas. At the same time, Ms. Fittipaldi is unable to paint an accurate portrait - she is blind.

    We can only recreate what we understand.

    --
    -- arstchnca
    --
  19. Re:brains for those who have none ... by cehardin · · Score: 3, Informative

    Schizophrenia has nothing to do with so-called "Dual/Split" personalities. Look it up

  20. Wishful thinking by bloodredsun · · Score: 5, Insightful

    As someone who's spent many years as a neurophysiology researcher before becoming a programmer I feel I may have a bit more insight than the average person. What this project boils down to is a simplistic model of the simplist unit of operation of one area of the brain (neocortical column). Anyone who has followed research into areas such as epilepsy and memory will know of the massive gaps in our understanding of the realtionship of the brain and the mind. So this "first computer simulation of the entire human brain" is neither accurate in the sense that they are not simulating the human brain, nor are they the first to try what they are attempting. They only difference here is that they have the very public backing of a major corporation who understand the benefit of good publicity.

    This sort of research is fascinating and despetately needs to be done, but it does no one any favours when people associate tabloid style headlines to it. The days when we wear Richard Morgan style "stacks" are still as far away as ever unfortunately.

    1. Re:Wishful thinking by markandrew · · Score: 3, Insightful

      my thoughts exactly; it may be a few years since i studied neural networks at university, but unless someone has sneakily made a quantum leap forward, any claims of simulating entire brains or creating self-aware computers is still science fiction.

      it constantly amazes me that people still assume that once a certain amount of computing 'power' is available, a computer could suddenly become sentient, as if someone just flicked a switch.

      we don't even know what sentience and consciousness really mean ourselves, and we've been trying to find out for centuries. as the parent poster said, we don't even understand everything about our own brains yet (and we're not that close, either), so claims of artificial life forms suddenly springing up after a few years of adding teraflops here and there are way off the mark.

      we could create a machine which could count all the atoms in all the stars in the universe (every universe, if you believe in multiple ones) in a nanosecond, while simultaneously predicting every person's actions for the rest of time, but we'd still be no closer to a self-aware life form.

      and even if we *did* create one, how could we tell if it was really 'alive', or just a brilliant simulation? the answer is, at the moment, that we wouldn't even be able to tell.

  21. Not the first by Silver+Sloth · · Score: 3, Informative

    This was all covered back in the late sixties/early seventies by the great Donald Michie http://www.aiai.ed.ac.uk/~dm/dm.html If only there had been the processing power back then. The project was stopped because 'computers will never be powerful enough' such is the foresight of civil servants.

    --
    init 11 - for when you need that edge.
  22. 30 years too early, according to Moore's Law by forii · · Score: 2, Interesting

    In the early '90s, I heard that one of the supercomputers at Caltech was able to simulate the complete behavior of a single neuron. Scaling this up by 100 billion times, and then using a rough bastardization of Moore's law, and saying that computational power doubles every 18 months, this leads to a prediction of using a supercomputer (whatever that is at the time) to simulate an entire brain about 50 years after that point.

    Based on this (incredibly rough and inaccurate) analysis, I would predict that this type of project will be successful around the year 2040.

    1. Re:30 years too early, according to Moore's Law by IdahoEv · · Score: 3, Interesting

      As someone who is receiving my PhD in "Computation and Neural Systems" from Caltech this week, and having worked briefly in that lab, I can tell you that the simulation you read about, which is called GENESIS probably simulated the neuron in much greater detail than is ultimately required to create a brain. It simulated the entire physiology and chemistry of the neuron ... every ion flow, trans-membrane voltage, etc. One of the many goals is to explore precisely what information-processing behavior arises from the chemistry and biology.

      But, once you determine that information-processing behavior, one should in theory be able to simulate that without a detailed model of the underlying structure. I mean, if I know that impulses from X input synapses cause the voltage at the soma to raise/lower according to a certain time function, and that a certain voltage at the soma causes an action potential to be fired, which will trigger the neuron's own output synapses to fire Y milliseconds later, I should be able to simulate these properties without going to the pain of modelling the ion channels, capacitance, and resistance of every patch of membrane on the whole neuron's surface.

      That should buy a few years' worth of Moore's law for your prediction. Consider yours an upper bound, and assume we can make shortcuts to bring it sooner than 2040.

      I actually think the top supercomputers are within spitting distance of modelling a human brain - or at least smaller mammalian brains now. The trouble is that despite what TFA leads you to believe, far too little is known yet about the interconnections of those neurons. Even less is known about their learning functions. The state of the art in much of the brain is to stick a few electrodes in, hope you find a couple of neurons that are connected in some way, record for a while and then do statistics on their firing patterns to estimate the strength an type of their pairwise connection. Then by using that they hope to work backwards to deducing the connection patterns of whole clusters of neurons. It's slow, messy work.

      The group in TFA uses thin slices of brain where they can more accurately observe which neurons are connected to which, and which neurons they are recording from. It's a useful technique, but since the connections in the brain are three-dimensional, taking thin slices fundamentally alters the structure. It can't tell us anything.

      Much of the brain is still a black box, effectively. It will still be a while before we can model an entire brain, regardless of CPU power available. My personal gut feeling is that the understanding of the neuronal network is far more the limiting factor at this point.

      --
      I stole this sig from someone cleverer than me.
  23. Had to be said... by soloport · · Score: 4, Funny

    22.8 teraflops of processing power should be enough for anybody.

  24. What if it works? by Malor · · Score: 2, Interesting

    I doubt they'll get to full human-brain awareness level anytime soon, but ... what if they do? What happens if they create a sentient being inside their simulator? When they're done with the simulation and it's time to start on something new, is turning off the machine killing the 'creature' inside?

    And even if it's not as smart as a human, what then? What ethical guidelines are appropriate? When is it okay to destroy a thinking being, even if you created it yourself? And how complex must it be? Killing a beagle or a dolphin isn't murder, after all, but it's still considered wrong in many cases to do so.

    Are AIs cute and cuddly and protected by humane-treatment laws, or scary and kill-on-sight, like spiders and snakes are for many people?

    How smart does an AI have to be to have rights against termination?

    We've been sort of doodling around with these thoughts for a long time, but it's getting to the point where we may actually need the answers.....

    1. Re:What if it works? by CmdrGravy · · Score: 2, Insightful

      I expect that until such a being can enforce it's wishes not to be terminated in some way we will be free to turn it off whenever we like.

    2. Re:What if it works? by CmdrGravy · · Score: 2, Interesting

      On the flip side what if we created an AI to perform some vital task for us but the AI asked us to turn it off saying that its life was so miserable it would be better off dead ?

    3. Re:What if it works? by Kiryat+Malachi · · Score: 2, Insightful

      Well, considering we won't let humans do that...

      --

      ---
      Mod me down, you fucking twits. Go ahead. I dare you.
      (I read with sigs off.)
  25. For Heaven's sake ... by Muad'Dave · · Score: 2, Funny

    ... make sure you install a huge fire axe near the main power cord in case this thing decides it doesn't need us anymore!

    --
    Tiller's Rule: Never use a word in written form that you've only heard and never read. You will end up looking foolish.
  26. Re:Consciousness by FirienFirien · · Score: 3, Insightful

    Zero evidence, yes. But we're looking to define the difference between a system that is alive (as we define ourselves to be) and one that is merely responsive. If you create a replica that works, at some point you cross the boundary that people define as unlife to life; and as logical and scientific we want to be about it, there will be those who consider it an aberration and will rise against it. The question will come of whether a soul is being made, whether it's founded or unfounded, evidence or not.

    I've tried to keep the following part objective. It is not intended as a troll. Please read it objectively, and consider as part of a discussion over brain simulation and its repercussions rather than about religion. I believe what I believe, you believe what you believe.

    I consider there to be no evidence - as such - for religion. Christians point to the bible, others to their own spiritual texts, but I'm quite cynical about the whole thing because there's no manifest evidence. But I don't go out and try to convince them that it's untrue, because I also don't have evidence to the contrary, and I'm also not fussed enough to feel an urge to bring people round to my way of thinking on that. However, as seen over and over (crusades, holy wars, jihads... the list goes on) the percieved insults against a religion are, often enough, responded to with force. US currency and (I think) the White House sigil bears the words "In God We Trust", even though the state is nominally unaffiliated with a religion; can you think of what would happen if it was motioned to be changed? Enough of the US population *believes* it enough that there would be outrage.

    These same people believe that the creation of life, of soul, is for their God alone, and creation of new life by humans (other than the conventional way ;P ) would be blasphemous, arrogant against God, etc etc. This is the kind of thing that gets ranted about in churches. Whether or not there is "evidence" for it, to enough people it matters.

    --
    Browsing with +2 to insightful posts and a higher threshold makes the average post seen seem a lot more ingenious
  27. is the brain a digital computer? by johnrpenner · · Score: 2, Interesting

    Is the Brain a Digital Computer?
    John Searle

    There is a well defined research question: "Are the computational procedures by which the brain processes information the same as the procedures by which computers process the same information?"

    What I just imagined an opponent saying embodies one of the worst mistakes in cognitive science. The mistake is to suppose that in the sense in which computers are used to process information, brains also process information. To see that that is a mistake contrast what goes on in the computer with what goes on in the brain. In the case of the computer, an outside agent encodes some information in a form that can be processed by the circuitry of the computer. That is, he or she provides a syntactical realization of the information that the computer can implement in, for example, different voltage levels. The computer then goes through a series of electrical stages that the outside agent can interpret both syntactically and semantically even though, of course, the hardware has no intrinsic syntax or semantics: It is all in the eye of the beholder. And the physics does not matter provided only that you can get it to implement the algorithm. Finally, an output is produced in the form of physical phenomena which an observer can interpret as symbols with a syntax and a semantics.

    But now contrast that with the brain. In the case of the brain, none of the relevant neurobiological processes are observer relative (though of course, like anything they can be described from an observer relative point of view) and the specificity of the neurophysiology matters desperately. To make this difference clear, let us go through an example. Suppose I see a car coming toward me. A standard computational model of vision will take in information about the visual array on my retina and eventually print out the sentence, "There is a car coming toward me". But that is not what happens in the actual biology. In the biology a concrete and specific series of electro-chemical reactions are set up by the assault of the photons on the photo receptor cells of my retina, and this entire process eventually results in a concrete visual experience. The biological reality is not that of a bunch of words or symbols being produced by the visual system, rather it is a matter of a concrete specific conscious visual event; this very visual experience. Now that concrete visual event is as specific and as concrete as a hurricane or the digestion of a meal. We can, with the computer, do an information processing model of that event or of its production, as we can do an information model of the weather, digestion or any other phenomenon, but the phenomena themselves are not thereby information processing systems.

    In short, the sense of information processing that is used in cognitive science, is at much too high a level of abstraction to capture the concrete biological reality of intrinsic intentionality. The "information" in the brain is always specific to some modality or other. It is specific to thought, or vision, or hearing, or touch, for example. The level of information processing which is described in the cognitive science computational models of cognition , on the other hand, is simply a matter of getting a set of symbols as output in response to a set of symbols as input.

    We are blinded to this difference by the fact that the same sentence, "I see a car coming toward me", can be used to record both the visual intentionality and the output of the computational model of vision. But this should not obscure from us the fact that the visual experience is a concrete event and is produced in the brain by specific electro-chemical biological processes. To confuse these events and processes with formal symbol manipulation is to confuse the reality with the model. The upshot of this part of the discussion is that in the sense of "information" used in cognitive science it is simply false to say that the

  28. This research is probably not theory-driven. by Futurepower(R) · · Score: 2, Insightful


    My guess is that the Business Week article linked in the parent comment is better than the New Scientist article at explaining the researcher's intentions. Here's a quote from the Business Week article: "The Blue Brain Project will search for novel insights into how humans think and remember."

    If you've been around scientific research, it is not difficult to understand that this research has little chance of producing anything valuable.

    There are several reasons:

    1) The research is equivalent to trying to understand how a computer operates without understanding the programming of the computer.

    2) The quote from the Business Week article above is probably unintentionally accurate. Probably the Business Week writer interviewed someone from the lab, and that person, not being as skilled as the New Scientist writer at hiding the truth, revealed what they actually are doing. Probably the Business Week writer did not understand the significance of what he wrote, but just thought it was an interesting quote.

    The significance of "search for novel insights" is that they do not intend to do theory-driven science. In theory-driven science, you have novel insights before you do an experiment. Otherwise, as thousands of years of human history have proven, investigation is mostly a waste of time.

    Instead, the researchers will just do the "scientific" equivalent of playing.

    3) Researchers found in the early 70's that research proposals that promised a better understanding of the brain or intelligence would get funded. The research that is actually done is research that is funded, not necessarily research that is useful.

    They found that brain and intelligence research would be funded, but there was a problem. It was, and is, extremely difficult to do useful research, or even to think of a direction for research that would be useful in finding new understanding.

    To be more certain of funding, researchers began wildly over-estimating the value of their proposed research, and thereby taking advantage of any ignorance on the part of grant-givers. Partly this was because the researchers deliberately lied. Partly it was because the researchers would discuss their research in a way that would encourage others to over-estimate. The researchers take advantage of a social weakness; people want to believe there is progress in understanding ourselves.

    Thomas J. Watson, Jr., former CEO of IBM came to the conclusion that the talk of artificial intelligence was not to be believed, and said so publically. I was not able to find the quote. Mr. Watson was expressing a low opinion of the research in intelligence at the time.

    4) Research about the brain and intelligence is far more difficult than other research. That's partly because the architecture of the brain is far more complicated than that of a computer.

    Digital computers use binary. Biological computers use many more levels than two, and we are far from fully understanding the architecture.

    This (poorly edited) PDF file from UCSD has some basic facts about the brain: Levels of neurophysiological description. From page 2: "100 billion neurons in the brain; 1/20th [of] 1 hair width in diameter; Speed transmission 2-120 metres/sec; each neuron has about 10,000 contacts with other neurons.

    From page 17: "Each neuron [of the 30 billion neurons] has about 10,000 connections with other neurons. These connections use many different neurotransmitters. These neurotransmitters differ in their strength, timing, and whether they excite or inhibit the postsynaptic neuron. If excitatory + inhibitory = threshold the postsynaptic neuron fires!" [slight editing for clarity]

  29. We'll Need to wait for quantum computing by lperdue · · Score: 2, Insightful
    This experiment is based totally on the wrong architecture. The reductionist approach to neuroscience is stuck in a classical physics mode and does not take into account the newest theories of Sir Roger Penrose and others that human consciousness may arise from quantum phenomena.

    For more details, see
  30. Re:brains for those who have none ... by pclminion · · Score: 2, Interesting
    Schizophrenia has nothing to do with so-called "Dual/Split" personalities. Look it up

    This irks me, too. The hell that schizophrenics live in is far worse than the experience of a person who simply shifts between multiple personalities. Confusing the two does a disservice to those who suffer with this condition.

    Schizophrenia literally means "Shattered Mind," a person who's cognitive processes are so discombobulated that they can't differentiate the real from the unreal. It's not being Josh one day and Tom the next.

  31. Re:brains for those who have none ... by blakestah · · Score: 2, Informative

    Schizophrenia was named for the apparent split between the emotional state, or affect, of the patient and the patient's surroundings. I think its a bit misleading to say the schizophrenic lives in a world in which the real and unreal are not differentiable. Its more the case that thought processes are poorly controlled, and delusional, disordered, psychotic, thinking cannot be controlled. A runaway mind seeking its own solutions.