Computers Teaching Other Computers

Researchers had agents -- virtual robots -- act like true student and teacher pairs: student agents struggled to learn Pac-Man and a version of the StarCraft video game. The researchers were able to show that the student agent learned the games and, in fact, surpassed the teacher. Credit: Image courtesy of Washington State University

Knowledge Transfer Between Computers: Computers Teach Each Other Pac-Man -- Science Daily

Researchers in Washington State University's School of Electrical Engineering and Computer Science have developed a method to allow a computer to give advice and teach skills to another computer in a way that mimics how a real teacher and student might interact.

The paper by Matthew E. Taylor, WSU's Allred Distinguished Professor in Artificial Intelligence, was published online in the journal Connection Science.

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My Comment: Pac-Man today .... who knows what tomorrow.

Could Sarcastic Computers Be in Our Future?

Noah Goodman, right, and Michael Frank, both assistant professors of psychology, discuss their research at the white board that covers the wall in Goodman's office. (Credit: L.A. Cicero)

Could Sarcastic Computers Be in Our Future? New Math Model Can Help Computers Understand Inference -- Science Daily

ScienceDaily (May 30, 2012) — In a new paper, the researchers describe a mathematical model they created that helps predict pragmatic reasoning and may eventually lead to the manufacture of machines that can better understand inference, context and social rules.

Language is so much more than a string of words. To understand what someone means, you need context.

Consider the phrase, "Man on first." It doesn't make much sense unless you're at a baseball game. Or imagine a sign outside a children's boutique that reads, "Baby sale -- One week only!" You easily infer from the situation that the store isn't selling babies but advertising bargains on gear for them.

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My Comment: I guess it all comes down to the math and programming.

A Leap Forward For DNA-Based Computers

A wiring diagram illustration depicts a system of 74 DNA strands that constitute the largest synthetic circuit of its type ever made. The circuit can compute the square root of numbers up to 15, though very slowly. (Lulu Qian / Caltech / June 2, 2011)

Research Marks A Leap Forward For DNA-Based Computers -- L.A. Times

A system involving 74 DNA strands can calculate square roots of numbers up to 15, though very slowly. Scientists say the goal is to devise computers that can interact directly with living cells — and perhaps fight disease.

Caltech researchers have produced the most sophisticated DNA-based computer yet, a wet chemistry system that can calculate the square roots of numbers as high as 15.

The system is composed of 74 strands of DNA that make up 12 logic gates comparable to those in a silicon-based computer, the researchers reported Thursday in the journal Science. But the system operates a little more slowly than a conventional computer: It takes as much as 10 hours to obtain each result.

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How Quantum Entanglement Will Help Computers Cool Themselves

The Tianhe-1A Supercomputer NVIDIA

Quantum Entanglement Means Computers Could Cool Themselves By Deleting Information -- Popular Science

But don't wipe your hard drives just yet.

It’s common empirical knowledge that computing generates heat--go ahead, touch the bottom of your MacBook--but a new paper in the journal Nature claims that it doesn’t have to. In fact, under the right conditions, theoretical physicists say that deleting data can actually produce negative heat--that is, it can have a cooling effect. That’s right, this is a quantum mechanics post. Exit now if you don’t want a headache to start the weekend.

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Phase Change Memory-Based 'Moneta' System

A view of the internals of the Moneta storage array with phase change memory modules installed. (Credit: UC San Diego / Steve Swanson)

Phase Change Memory-Based 'Moneta' System Points To The Future Of Computer Storage -- Science Daily

A University of California, San Diego faculty-student team is about to demonstrate a first-of-its kind, phase-change memory solid state storage device that provides performance thousands of times faster than a conventional hard drive and up to seven times faster than current state-of-the-art solid-state drives (SSDs).

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Web-Crawling Computers Will Soon Be Calling The Shots In Science

Computers may by programmed to generate hypotheses with little human intervention required. Photograph: Corbis

From The Guardian:

Within a decade, computers will be able to plough through scientific data looking for patterns and connections – then tell scientists what they should do next.

Move over scientists – computers will be asking the questions from now on. They will trawl the millions of scientific papers on the web and suggest new hypotheses for humans to test, according to an article in tomorrow's issue of Science.

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With Processor Speeds Stagnating, Researchers Look Beyond Silicon Toward Computing's Future

Flexible Silicon More flexible circuits can help silicon stay relevant in the future of computing Science/University of Illinois at Urbana-Champaign

From Popular Mechanics:

After a breathless race through the '80s and '90s, desktop computer clock speeds have spent the last decade languishing around the 3 gigahertz mark. That stagnation in processing speeds has prompted scientists to debate whether it's time to move beyond semiconductors -- and what better place to debate than in the journal Science? Ars Technica gives a top-down overview of several future paths laid out in the journal's latest issue by researchers such as Thomas Theis and Paul Solomon of IBM.

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'Wet' Computing Systems To Boost Processing Power

Sketch of artificial wet neuronal networks.
(Credit: Image courtesy of University of Southampton)

From Science Daily:

Science Daily (Jan. 12, 2010) — A new kind of information processing technology inspired by chemical processes in living systems is being developed by researchers at the University of Southampton.

Dr Maurits de Planque and Dr Klaus-Peter Zauner at the University's School of Electronics and Computer Science (ECS) are working on a project which has just received €1.8 from the European Union's Future and Emerging Technologies (FET) Proactive Initiatives, which recognises ground-breaking work which has already demonstrated important potential.

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