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Researchers Build DNA Neural Network That Thinks

Researchers at the California Institute of Technology say they have built what they call the world's first artificial neural network out of DNA molecules and that it can answer questions correctly. The neural net was built of four artificial neurons and 112 DNA strands. Postdoctoral scholar Lulu Qian and colleagues describe "how molecular systems can exhibit autonomous brain-like behaviors" in a paper published about their research in the July 21 issue of the journal Nature. Taking their cue from the limited intelligence exhibited by single-celled organisms, the researchers built four neurons made up of 112 distinct DNA strands (by contrast, the human brain has some 100 billion neurons). This rudimentary neural network works on a simple input-output mechanism called a strand-displacement cascade. Essentially, synthesized strands of DNA float around in water and join to other strands that have complementary base pair structures, creating an input. When such a union occurs...

Five Things You Didn't Know About LED LightBulbs

If you've heard about residential LED lightbulbs, you probably know that they're energy-efficient, last a long time, and are pricier than other lightbulb technologies. I've been using LED lights in my home for several months now, and overall the transition has been good. As you consider your lighting options, here a few things that you might not know about LEDs. LEDs are cooler.  When you're running fans or an air conditioner this summer, having burning-hot incandescent bulbs just makes it harder to manage the heat. LEDs run much cooler than incandescent bulbs and significantly cooler than CFLs. Online retailer EnergyCircle actually measured the difference and found that a halogen bulb, a type of incandescent bulb, ran at 327 degrees! A Cree LED downlight was measured at 107 degrees and a Philips Par38 CFL worked at 167 degrees. That's not to say that heat isn't at all an issue. LED bulbs do get hot but the heat is dissipated by metal heat sinks that wick aw...