woo!

my commute just got A whole lot better (free podcasts from Stanford and other places!)

end of the world starts now; you heard it here first

An article in the NYtimes (pasted with a shocking disregard for the strict copyright standards of the Internet below) reports that experiments have been done in which a monkey in New York controlled a 200 pound robot in Kyoto. This just seems like a "skynet becomes self aware" kind of moment -- monkeys controlling robots?! Come on guys; have you not seen any sci-fi movies? Personally, I'm stocking up on bananas to bribe my way out of the city when the first platoons of murderous robotic monkey warriors arrive.




January 15, 2008 New York Times
Monkey’s Thoughts Propel Robot, a Step That May Help Humans
By SANDRA BLAKESLEE

If Idoya could talk, she would have plenty to boast about.

On Thursday, the 12-pound, 32-inch monkey made a 200-pound, 5-foot humanoid robot walk on a treadmill using only her brain activity.

She was in North Carolina, and the robot was in Japan.

It was the first time that brain signals had been used to make a robot walk, said Dr. Miguel A. L. Nicolelis, a neuroscientist at Duke University whose laboratory designed and carried out the experiment.

In 2003, Dr. Nicolelis’s team proved that monkeys could use their thoughts alone to control a robotic arm for reaching and grasping.

These experiments, Dr. Nicolelis said, are the first steps toward a brain machine interface that might permit paralyzed people to walk by directing devices with their thoughts. Electrodes in the person’s brain would send signals to a device worn on the hip, like a cell phone or pager, that would relay those signals to a pair of braces, a kind of external skeleton, worn on the legs.

“When that person thinks about walking,” he said, “walking happens.”

Richard A. Andersen, an expert on such systems at the California Institute of Technology in Pasadena who was not involved in the experiment, said that it was “an important advance to achieve locomotion with a brain machine interface.”

Another expert, Nicho Hatsopoulos, a professor at the University of Chicago, said that the experiment was “an exciting development. And the use of an exoskeleton could be quite fruitful.”

A brain machine interface is any system that allows people or animals to use their brain activity to control an external device. But until ways are found to safely implant electrodes into human brains, most research will remain focused on animals.

In preparing for the experiment, Idoya was trained to walk upright on a treadmill. She held onto a bar with her hands and got treats — raisins and Cheerios — as she walked at different speeds, forward and backward, for 15 minutes a day, 3 days a week, for 2 months.

Meanwhile, electrodes implanted in the so-called leg area of Idoya’s brain recorded the activity of 250 to 300 neurons that fired while she walked. Some neurons became active when her ankle, knee and hip joints moved. Others responded when her feet touched the ground. And some fired in anticipation of her movements.

To obtain a detailed model of Idoya’s leg movements, the researchers also painted her ankle, knee and hip joints with fluorescent stage makeup and, using a special high speed camera, captured her movements on video.

The video and brain cell activity were then combined and translated into a format that a computer could read. This format is able to predict with 90 percent accuracy all permutations of Idoya’s leg movements three to four seconds before the movement takes place.

On Thursday, an alert and ready-to-work Idoya stepped onto her treadmill and began walking at a steady pace with electrodes implanted in her brain. Her walking pattern and brain signals were collected, fed into the computer and transmitted over a high-speed Internet link to a robot in Kyoto, Japan.

The robot, called CB for Computational Brain, has the same range of motion as a human. It can dance, squat, point and “feel” the ground with sensors embedded in its feet, and it will not fall over when shoved.

Designed by Gordon Cheng and colleagues at the ATR Computational Neuroscience Laboratories in Kyoto, the robot was chosen for the experiment because of its extraordinary ability to mimic human locomotion.

As Idoya’s brain signals streamed into CB’s actuators, her job was to make the robot walk steadily via her own brain activity. She could see the back of CB’s legs on an enormous movie screen in front of her treadmill and received treats if she could make the robot’s joints move in synchrony with her own leg movements.

As Idoya walked, CB walked at exactly the same pace. Recordings from Idoya’s brain revealed that her neurons fired each time she took a step and each time the robot took a step.

“It’s walking!” Dr. Nicolelis said. “That’s one small step for a robot and one giant leap for a primate.”

The signals from Idoya’s brain sent to the robot, and the video of the robot sent back to Idoya, were relayed in less than a quarter of a second, he said. That was so fast that the robot’s movements meshed with the monkey’s experience.

An hour into the experiment, the researchers pulled a trick on Idoya. They stopped her treadmill. Everyone held their breath. What would Idoya do?

“Her eyes remained focused like crazy on CB’s legs,” Dr. Nicolelis said.

She got treats galore. The robot kept walking. And the researchers were jubilant.

When Idoya’s brain signals made the robot walk, some neurons in her brain controlled her own legs, whereas others controlled the robot’s legs. The latter set of neurons had basically become attuned to the robot’s legs after about an hour of practice and visual feedback.

Idoya cannot talk but her brain signals revealed that after the treadmill stopped, she was able to make CB walk for three full minutes by attending to its legs and not her own.

Vision is a powerful, dominant signal in the brain, Dr. Nicolelis said. Idoya’s motor cortex, where the electrodes were implanted, had started to absorb the representation of the robot’s legs — as if they belonged to Idoya herself.

In earlier experiments, Dr. Nicolelis found that 20 percent of cells in a monkey’s motor cortex were active only when a robotic arm moved. He said it meant that tools like robotic arms and legs could be assimilated via learning into an animal’s body representation.

In the near future, Idoya and other bipedal monkeys will be getting more feedback from CB in the form of microstimulation to neurons that specialize in the sense of touch related to the legs and feet. When CB’s feet touch the ground, sensors will detect pressure and calculate balance. When that information goes directly into the monkeys’ brains, Dr. Nicolelis said, they will have the strong impression that they can feel CB’s feet hitting the ground.

At that point, the monkeys will be asked to make CB walk across a room by using just their thoughts.

“We have shown that you can take signals across the planet in the same time scale that a biological system works,” Dr. Nicolelis said. “Here the target happens to be a robot. It could be a crane. Or any tool of any size or magnitude. The body does not have a monopoly for enacting the desires of the brain.”

To prove this point, Dr. Nicolelis and his colleague, Dr. Manoel Jacobsen Teixeira, a neurosurgeon at the Sirio-Lebanese Hospital in São Paulo, Brazil, plan to demonstrate by the end of the year that humans can operate an exoskeleton with their thoughts.

It is not uncommon for people to have their arms ripped from their shoulder sockets during a motorcycle or automobile accident, Dr. Nicolelis said. All the nerves are torn, leaving the arm paralyzed but in chronic pain.

Dr. Teixeira is implanting electrodes on the surface of these patients’ brains and stimulating the underlying region where the arm is represented. The pain goes away.

By pushing the same electrodes slightly deeper in the brain, Dr. Nicolelis said, it should be possible to record brain activity involved in moving the arm and intending to move the arm. The patients’ paralyzed arms will then be placed into an exoskeleton or shell equipped with motors and sensors.

“They should be able to move the arm with their thoughts,” he said. “This is science fiction coming to life.”

irritating corporate word of the day: impactful

going forward, I hope everyone can look back on an impactful day.

Funny money

A fascinating article about the emergence of counterfeit $100 bills which are almost indistinguishable from the real thing.

Lolo

Our friend Laurent came to visit but was unfortunately pretty sick (hopefully we will avoid picking whatever he had up! it was nasty). We went to Crown beach, Joachim Miller Park and Redwood Regional Park. It had probably been 25 years since I had been to Redwood Regional Park, but I have vague memories of middle school picnics up there in the Roberts area. Actually, now that I think about it, I seem to remember watching in awe as one of my classmates (Sean Wood I think) hit the brother of another classmate (Renata Archie) in the head with a mud ball. hmmm.

Zoe seems to like the Baby Bjorn these days, but only if she faces outward so she can make pouty faces at strangers so she receives as much attention as possible.

Some photos






This is how we roll

you wouldn't!

would you?

Free Range

I just (re)found a great resource for finding free-range and grass-fed meats in the bay area.

high tech ... for Nascar?!

I've been learning how to use the excellent ROCKS cluster distribution software, and happened to be browsing their list of installed systems and came across this interesting entry:
link
to a cluster run by "Evernham Motorsports". "Cool!" I thought to myself and expected to be taken to something like Prodrive or Mclaren, but I was surprised to find myself being taken to a NASCAR racing team, of all places. Now, call me a Blue State Liberal, but when I think "high tech in motorsport", I defintely do not think about NASCAR -- do they even have independent rear suspension yet? Anyway, heres the article.

I want to believe

Maybe there's some funny word play going on here -- maybe their name is Eleg? Maybe they write Elegies for a living? Maybe they work for these guys?

I want to believe that this is not just a tragically public display of illiteracy

From the same design team?

789	The Homer
$135,000	$125,000 2007 dollars ($82k 1991)

Zoe vs. Kenji

new years eve

After trying to herd the escaped rooster out of our back yard


we headed over to Berkeley, where Kenji was making the traditional (albeit at a non-traditional time) new years Ozoni soup.
Kombu broth:

Daikon:

Gobo




It was a beautiful clear day, and the sunset was dramatic



I was the grill man, which turned out to be a little dangerous on one of the windiest nights of the month. Periodically, a big gust would blow across the patio, acting like a giant bellows and scattering sparks everywhere. I guess the good news is that I didn't have to fan the flames at all.



Kenji honored me by putting the fish head in my bowl


but I graciously declined and gave it back to him