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The key component of the computer "brain" under development by IBM and the government is the modeling of synapse connections between neurons.  (Source: Science Photo Library)
IBM is trying to develop circuits that mimic the human brain

Think that computer upgrades could one day make the human brain obsolete?  You're not alone.  However, to reach that critical milestone key upgrades in computing will be needed to make computers more brain-like in operation.

To those ends IBM is taking the lead on a major government research endeavor in the field of "cognitive computing" which pairs neurobiologists, computer and materials scientists and psychologists in a $4.9M USD DARPA-grant driven project to develop a computer that behaves like a brain, down to the neuron level.

Dharmendra Modha, the IBM scientist who is heading the collaboration describes, "The mind has an amazing ability to integrate ambiguous information across the senses, and it can effortlessly create the categories of time, space, object, and interrelationship from the sensory data.  There are no computers that can even remotely approach the remarkable feats the mind performs.  The key idea of cognitive computing is to engineer mind-like intelligent machines by reverse engineering the structure, dynamics, function and behavior of the brain."

The project will utilize an IBM supercomputer as its hardware, a field where IBM has long been king of the hill.  Five universities will devote their talents to making this computer behave like a collection of neurons.  The goal is replicate behavior in simulations.  The long term goal is to create a "brain" on the intelligence level of a cat.

The work will draw heavily from neuroscience, which has mapped out simple animal brains and how they respond to stimuli.  Project leader Mr. Modha has some brain-simulating experience of his own -- last year he led a team which used an IBM BlueGene supercomputer to simulate a mouse brain with 55m neurons and some half a trillion synapses.  He describes, "But the real challenge is then to manifest what will be learned from future simulations into real electronic devices - nanotechnology."

Today electronics can be manufactured at as high a density as animal neurons.

The new effort differs from efforts to establish so-called neural networks.  Neural networks, which seek to simulate connections of neurons and can approach learning-like behavior, and artificial intelligence are inherently different from the attempt to create a full brain.  Says Mr. Modha, "The issue with neural networks and artificial intelligence is that they seek to engineer limited cognitive functionalities one at a time. They start with an objective and devise an algorithm to achieve it.  We are attempting a 180 degree shift in perspective: seeking an algorithm first, problems second. We are investigating core micro- and macro-circuits of the brain that can be used for a wide variety of functionalities."

The result is more of a synaptic network than a neural one.  The key component to which the brain owes its flexibility is the synapse.  Synapses connect neurons together in the brain and it is these connections that help us think. 

Experts worldwide are intrigued by the project, but fear that the US government is underfunding it.  Still, says Christian Keysers, director of the neuroimaging center at University Medical Centre Groningen, "It's an interesting effort, and modeling computers after the human brain is promising."


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RE: smart computer...
By Gzus666 on 11/21/2008 4:42:05 PM , Rating: 2
Do you always do as your told? I don't call being a servant being intelligent. Cats can be trained, they just tend not to be very easily trained cause they are independent. Dogs on the other hand are pack based, so they always try to follow the leader of the pack. The goal behind dog training is to become the leader and then they do what you ask.

Gauging the intelligence between the two is a little tough as they are completely different in the way they act.


RE: smart computer...
By KCjoker on 11/21/08, Rating: -1
RE: smart computer...
By Gzus666 on 11/21/2008 7:10:32 PM , Rating: 2
http://www.straightdope.com/columns/read/7/which-i...

http://www.messybeast.com/intelligence.htm

Try again. There is no standard intelligence test for animals, so there is no real way to judge. Dolphins were thought to be very smart, a recent study by another scientist disagrees heavily after his findings. It is hard to judge based on silly things like hunting down people with sense of smell, as dog's smell is much more effective than a cat's.

Cats can clear mice out quite effectively, does that mean they are smarter than dogs cause dogs can't do it very well? Dogs eat crap, does that make them smart? You can't judge animals based on human's base of intelligence. Public service jobs like fireman, police officers, ambulance drivers, rescue workers of any type are not usually the highest intelligence people in the world, so your comparison is stupid as hell.


RE: smart computer...
By Oregonian2 on 11/22/2008 1:09:17 PM , Rating: 3
Cats are supposed to have a larger vocabulary than any other animal other than humans. Whats more they think they're smarter than humans. :-)


RE: smart computer...
By masher2 (blog) on 11/22/2008 9:22:30 PM , Rating: 5
> "Try again."

Come now. One link from a journalist, another from a cat lover? This clearly isn't meaningful.

Testing (or even defining) animal intelligence is admittedly a slippery task. However, dogs can learn very complex tasks as well as surprisingly large vocabularies:

http://www.eurekalert.org/features/kids/2004-06/aa...

Most web pages on feline intelligence are no more than a series of cat lovers rationalizing that their pets simply "don't want" to learn complex tasks. Possibly so. Motivating a cat is difficult. However, by the evidence we have on hand, canine intelligence certanly exceeds feline. Dogs beat cats on short-term working memory, categorization, reasoning and problem solving, tool use, and language skills. Cats exceed dogs only in long-term visual memory.


RE: smart computer...
By 91TTZ on 11/23/2008 11:10:24 PM , Rating: 2
quote:
Public service jobs like fireman, police officers, ambulance drivers, rescue workers of any type are not usually the highest intelligence people in the world, so your comparison is stupid as hell


Did you just suggest that trained service dogs aren't that smart because the humans they work with (in public service jobs) aren't the smartest? You actually thought that out and decided to post it? Are you honestly that stupid?

We've already seen that dogs are capable of thought and learning. What have you seen cats do to suggest that they're intelligent animals?


RE: smart computer...
By grenableu on 11/24/2008 10:14:45 AM , Rating: 2
My cat can open its carrier cage!


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