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Jul 23, 2009

Artificial brain ’10 years away’

Posted by in categories: engineering, human trajectories, information science, neuroscience, robotics/AI, supercomputing

Artificial brain ’10 years away’

By Jonathan Fildes
Technology reporter, BBC News, Oxford

A detailed, functional artificial human brain can be built within the next 10 years, a leading scientist has claimed.

Henry Markram, director of the Blue Brain Project, has already simulated elements of a rat brain.

He told the TED Global conference in Oxford that a synthetic human brain would be of particular use finding treatments for mental illnesses.

Around two billion people are thought to suffer some kind of brain impairment, he said.

“It is not impossible to build a human brain and we can do it in 10 years,” he said.

“And if we do succeed, we will send a hologram to TED to talk.”

‘Shared fabric’

The Blue Brain project was launched in 2005 and aims to reverse engineer the mammalian brain from laboratory data.

In particular, his team has focused on the neocortical column — repetitive units of the mammalian brain known as the neocortex.

Neurons

The team are trying to reverse engineer the brain

“It’s a new brain,” he explained. “The mammals needed it because they had to cope with parenthood, social interactions complex cognitive functions.

“It was so successful an evolution from mouse to man it expanded about a thousand fold in terms of the numbers of units to produce this almost frightening organ.”

And that evolution continues, he said. “It is evolving at an enormous speed.”

Over the last 15 years, Professor Markram and his team have picked apart the structure of the neocortical column.

“It’s a bit like going and cataloguing a bit of the rainforest — how may trees does it have, what shape are the trees, how many of each type of tree do we have, what is the position of the trees,” he said.

“But it is a bit more than cataloguing because you have to describe and discover all the rules of communication, the rules of connectivity.”

The project now has a software model of “tens of thousands” of neurons — each one of which is different — which has allowed them to digitally construct an artificial neocortical column.

Although each neuron is unique, the team has found the patterns of circuitry in different brains have common patterns.

“Even though your brain may be smaller, bigger, may have different morphologies of neurons — we do actually share the same fabric,” he said.

“And we think this is species specific, which could explain why we can’t communicate across species.”

World view

To make the model come alive, the team feeds the models and a few algorithms into a supercomputer.

“You need one laptop to do all the calculations for one neuron,” he said. “So you need ten thousand laptops.”

Computer-generated image of a human brain

The research could give insights into brain disease

Instead, he uses an IBM Blue Gene machine with 10,000 processors.

Simulations have started to give the researchers clues about how the brain works.

For example, they can show the brain a picture — say, of a flower — and follow the electrical activity in the machine.

“You excite the system and it actually creates its own representation,” he said.

Ultimately, the aim would be to extract that representation and project it so that researchers could see directly how a brain perceives the world.

But as well as advancing neuroscience and philosophy, the Blue Brain project has other practical applications.

For example, by pooling all the world’s neuroscience data on animals — to create a “Noah’s Ark”, researchers may be able to build animal models.

“We cannot keep on doing animal experiments forever,” said Professor Markram.

It may also give researchers new insights into diseases of the brain.

“There are two billion people on the planet affected by mental disorder,” he told the audience.

The project may give insights into new treatments, he said.

The TED Global conference runs from 21 to 24 July in Oxford, UK.


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  • Jared Daniel on July 23, 2009 7:28 pm

    This is the type of AI over-hype that has caused the entire AI field to suffer a depressing boom-and-bust cycle over the decades. The boom is caused by promotion of dreams that are unachievable in the medium term, followed by a resulting reputation that AI can’t perform. It is highly unlikely that neocortical columns are the answer to intelligence. Maybe they are an important building block, and no small advance if they can be simulated. That’s a long, long way from embedding them into a true artificial intelligence. My assessment of this article? Classic example of manic AI overblown hype.