IBM computing algorithm thinks like an animal

IBM has devised a way to let computers think like vertebrates.

Charles Peck and James Kozloski of IBM's Biometaphorical Computing team say they have created a mathematical model that mimics the behavior of neocortal minicolumns, thin strands of tissue that aggregate impulses from neurons. Further research could one day lead to robots that can "see" like humans and/or make appropriate decisions when bombarded with sensory information.

A research paper on the model is expected to come out this week.

The brain consists of roughly 28 billion cells, Peck explained. The 200 million minicolumns essentially gather sensory data and organize it for higher parts of the brain. The minicolumns also communicate with each other through interconnections. Minicolumns are roughly 1/20 of a millimeter in diameter and extend through the cortex.

The mathematical model created at IBM simulates the behavior of 500,000 minicolumns connected by 400 million connections. With it, "we were able to demonstrate self-organization" and behavior similar to that seen in the real world, Peck said.

AI | Complexity | Computing | Self-organization

Testing Darwin

If you want to find alien life-forms, hold off on booking that trip to the moons of Saturn. You may only need to catch a plane to East Lansing, Michigan.

The aliens of East Lansing are not made of carbon and water. They have no DNA. Billions of them are quietly colonizing a cluster of 200computers in the basement of the Plant and Soil Sciences building at Michigan State University. To peer into their world, however, you have to walk a few blocks west on Wilson Road to the engineering department and visit the Digital Evolution Laboratory. Here you'll find a crew of computer scientists, biologists, and even a philosopher or two gazing at computer monitors, watching the evolution of bizarre new life-forms.

These are digital organisms-strings of commands-akin to computer viruses. Each organism can produce tens of thousands of copies of itself within a matter of minutes. Unlike computer viruses, however, they are made up of digital bits that can mutate in much the same way DNA mutates. A software program called Avida allows researchers to track the birth, life, and death of generation after generation of the digital organisms by scanning columns of numbers that pour down a computer screen like waterfalls.

After more than a decade of development, Avida's digital organisms are now getting close to fulfilling the definition of biological life. “More and more of the features that biologists have said were necessary for life we can check off,” says Robert Pennock, a philosopher at Michigan State and a member of the Avida team. “Does this, does that, does this. Metabolism? Maybe not quite yet, but getting pretty close.”

One thing the digital organisms do particularly well is evolve.“ Avida is not a simulation of evolution; it is an instance of it,” Pennock says. “All the core parts of the Darwinian process are there. These things replicate, they mutate, they are competing with one another. The very process of natural selection is happening there. If that's central to the definition of life, then these things count.”

Adaptive agents | Cellular automata | Complexity | Ecology | Emergence | Evolution | Evolution of cooperation | Evolutionary algorithms | Progress | Self-organization | Synergy | Technology | Prebiological | Biological | Efficiency

Howard Rheingold's Latest Connection

The tech guru sees a "new economic system" in the unconscious cooperation embodied by Google links and Amazon lists.

Howard Rheingold is on the hunt again. With his last book, Smart Mobs: The Next Social Revolution, in 2001, the longtime observer of technology trends made a persuasive case that pervasive mobile communications, combined with always-on Internet connections, will produce new kinds of ad-hoc social groups. Now, he's starting to take the leap beyond smart mobs, trying to weave some threads out of such seemingly disparate developments as Web logs, open-source software development, and Google.

At the same time, Rheingold is worried that established companies could quash such nascent innovations as file-sharing -- and potentially put the U.S. at risk of falling behind the rest of the world. He recently spoke with Robert D. Hof, BusinessWeek's Silicon Valley bureau chief. Here are excerpts from their conversation:

Q: Where do you see the social revolution you've been talking about going next?

A: It's too early to say. The question is: What does it point toward? Some kind of collective action...in which the individuals aren't consciously cooperating. A market is a great example as a mechanism for determining price based on demand. People aren't saying, "I'm contributing to the market," they say they're just selling something. But it adds up.

Altruism | Collaboration | Collective intelligence | Cooperation, competition, conflict | Digital divide | Economics | Emergence | Evolution of cooperation | Globalization | Intelligence amplification | Openness | Progress | Self-organization | Serendipity | Social networks | Sociological issues | Sociology | Tragedy of the Commons

True innovation occurs when things are put together for the first time that had been separate.

True innovation occurs when things are put together for the first time that had been separate.
- Arthur Koestler

Complexity | Emergence | Innovation | Quotes | Self-organization | Synergy

Man's destiny is to know, if only because societies with knowledge culturally dominate societies that lack it.

Man's destiny is to know, if only because societies with knowledge culturally dominate societies that lack it. Luddites and anti-intellectuals do not master the differential equations of thermodynamics or the biochemical cures of illness. They stay in thatched huts and die young.
-- Edward O. Wilson

Quotes | Self-organization | Sociology | Technological conservatism | Technology and Society | The Arrow of Morality | The Importance of Context

There are living systems; there is no "living matter".

There are living systems; there is no "living matter".
- Jacques Lucien Monod

"Meaning of life" | Complexity | Digital physics | Ecology | Emergence | Evolution | Quotes | Self-organization | Synergy | Prebiological | Biological | Superorganism

"...endless forms most beautiful and most wonderful have been, and are being, evolved."

Whilst this planet has gone cycling on according to the fixed laws of gravity...endless forms most beautiful and most wonderful have been, and are being, evolved.
- Charles Darwin

Evolution | Quotes | Self-organization
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