Showing posts with label USA. Show all posts
Showing posts with label USA. Show all posts

Thursday, May 11, 2017

NEWS POST(S): You’re Not Too Old To Learn That; A Natural Way of Making Your Brain More Efficient

Rachel Wu
New theory by UC Riverside psychology professor suggests that adults can combat cognitive aging by learning like an infant

One day, our brains will not work the way they used to, we won’t be as “sharp” as we once were, we won’t be able to remember things as easily.

This is what’s been ingrained in us. We’re even led to believe that we can’t learn new skills, or take in certain information such as language, past a certain age.

But, a new theory holds that it doesn’t have to be that way. In fact, as adults, if we continue to learn the way we did as children, UCR psychology professor Rachel Wu asserts, we can redefine what it means to be an “aging” adult.

Wu has published “A Novel Theoretical Life Course Framework for Triggering Cognitive Development Across the Lifespan,” in the journal Human Development. In the paper, she redefines healthy cognitive aging as a result of learning strategies and habits that are developed throughout our life. These habits can either encourage or discourage cognitive development.

“We argue that across your lifespan, you go from ‘broad learning’ (learning many skills as an infant or child) to ‘specialized learning,’ (becoming an expert in a specific area) when you begin working, and that leads to cognitive decline initially in some unfamiliar situations, and eventually in both familiar and unfamiliar situations,” Wu said.


Wu took up painting seven years ago. At first, she was told she was terrible (painting on left). But, after years of practicing and taking courses, she was told she was talented (painting on the right).
In the paper, Wu argues that if we reimagine cognitive aging as a developmental outcome, it opens the door for new tactics that could dramatically improve the cognitive health and quality of life for aging adults. In particular, if adults embrace the same “broad learning experiences” (characterized by six factors below) that promote children’s growth and development, they may see an increase in their cognitive health, and not the natural decline that we all expect.

Wu and her collaborators define “broad learning,” as encompassing these six factors:

1.  Open-minded, input-driven learning (learning new patterns, new skills, exploring outside of one’s comfort zone).
2. Individualized scaffolding (consistent access to teachers and mentors who guide learning).
3.  Growth mindset (belief that abilities are developed with effort).
4.  Forgiving environment (allowed to make mistakes and even fail).
5. Serious commitment to learning (learn to master essential skills, persevere despite setbacks).
6.  Learning multiple skills simultaneously.

The researchers explain that intellectual engagement (via the six factors) declines from infancy to aging adulthood as we move from “broad learning” to “specialization.” They argue that, during infancy and childhood, engaging in these six factors actually increases basic cognitive abilities (e.g., working memory, inhibition, attention), and they predict that the same is the case in adulthood.

Wu and the researchers define “specialized learning,” as encompassing these factors:

1.  Closed-minded knowledge-driven learning (preferring familiar routines, staying within our comfort zones).
2.   No scaffolding (no access to experts or teachers).
3.  Unforgiving environment (high consequences for mistakes or failing, such as getting fired).
4.  Fixed mindset (belief that abilities are inborn talent, as opposed to developed with effort).
5.  Little commitment to learning (adults typically learn a hobby for a couple months, but then drop it due to time constraints and/or difficulty).
6.  Learning one (if any) skill at a time.

“When you look across the lifespan from infancy, it seems likely that the decline of broad learning has a causal role in cognitive aging. But, if adults were to engage in broad learning via the six factors that we provide (similar to those from early childhood experiences), aging adults could expand cognitive functioning beyond currently known limits,” Wu said.

Wu makes the case that we naturally tend to shift from “broad learning,” to “specialized learning,” when we begin our careers, and at that point, cognitive aging begins. As we settle into our work roles, we become more efficient in our day-to-day expectations and activities, and rarely stray from that. Though there are some benefits to it, such as having more efficient and accurate responses in appropriate situations, there are also downfalls, such as holding wrong assumptions or difficultly overriding these assumptions.

“We still need to test our theory with specific scientific studies, but this theory is based on over five decades of research. What I want adults to take away from this study is that we CAN learn many new skills at any age,” Wu said. “It just takes time and dedication. We seem to make it very difficult on ourselves and other adults to learn. Perhaps this is why some aspects of cognitive aging are self-imposed.”

A Natural Way of Making Your Brain More Efficient

New study finds that increasing your attention comes from using newly acquired knowledge

It’s unclear whether brain-training games actually help our brain, especially in the long term. While there may not be a “magic pill” to make our brains more efficient, gaining new knowledge and using existing knowledge in new ways can improve our attention abilities, according to new research by Rachel Wu, a psychology professor at the University of California, Riverside.

“Adults can increase their attention skills by grouping objects into categories, and then using these categories to search for objects more efficiently. In other words, we can build new knowledge or use existing knowledge to increase our attention. Infants and children similarly can increase their attention skills by categorizing objects,” explained Wu.

Published in the journal Attention, Perception, & Psychophysics, Wu’s study showed one way in which we can become more efficient in our attention abilities – by using newly acquired knowledge of individual items to group them into categories. Wu’s previous studies show that it takes 200 milliseconds to find one object (among others on a computer screen). Interestingly, when many items are grouped into one category, people can find any of the items from that category within the same amount of time. In this new study, Wu found the same signature of attention in the brain waves of participants who had just learned that novel objects could be grouped into categories.

“You can think about it this way – by knowing the category of food, it makes it much easier to search for something to eat for lunch, rather than searching for the huge number of individual items that you could eat for lunch. This new study showed how you can increase your attention abilities by learning about features of individual items to build a new category,” said Wu.

The study showed how the construction and acquisition of knowledge increases efficiency in attention. Attention is inherently tied to learning and knowledge. The use of knowledge very often determines the outcome of attention.

Wu concludes that you shouldn’t train attention” by making people complete attention games”; you should train attention” by making people gain new knowledge and use their existing knowledge in new and flexible ways.

“The latter method is similar to how infants and children increase their attention skills in real life. We don’t make infants and children play attention games to increase their attention skills. So, why would we make adults play these games to boost their attention?” asked Wu.

Originally published (STORY 1) and (STORY 2) on UCR TODAY

Saturday, July 23, 2016

NEWS POST: Scientists Work Toward Storing Digital Information In DNA

This Wednesday, April 24, 2002 photo shows a gel image of the Deoxyribonucleic Acid (DNA) of 96 horses displayed on a computer monitor at the UC Davis veterinary genetics lab in Davis, Calif.  DNA is an information-storing molecule; the genes passed from generation to generation transmit the blueprints for creating the organism. (AP Photo/Eric Risberg)
Her computer, Karin Strauss says, contains her "digital attic" — a place where she stores that published math paper she wrote in high school, and computer science schoolwork from college.

She'd like to preserve the stuff "as long as I live, at least," says Strauss, 37. But computers must be replaced every few years, and each time she must copy the information over, "which is a little bit of a headache."

It would be much better, she says, if she could store it in Deoxyribonucleic Acid (DNA) — the stuff our genes are made of.

Strauss, who works at Microsoft Research in Redmond, Washington, is working to make that sci-fi fantasy a reality.

She and other scientists are not focused in finding ways to stow high school projects or snapshots or other things an average person might accumulate, at least for now. Rather, they aim to help companies and institutions archive huge amounts of data for decades or centuries, at a time when the world is generating digital data faster than it can store it.

To understand her quest, it helps to know how companies, governments and other institutions store data now: For long-term storage it's typically disks or a specialized kind of tape, wound up in cartridges about three inches on a side and less than an inch thick. A single cartridge containing about half a mile of tape can hold the equivalent of about 46 million books of 200 pages apiece, and three times that much if the data lends itself to being compressed.

A tape cartridge can store data for about 30 years under ideal conditions, says Matt Starr, chief technology officer of Spectra Logic, which sells data-storage devices. But a more practical limit is 10 to 15 years, he says.

It's not that the data will disappear from the tape. A bigger problem is familiar to anybody who has come across an old eight-track tape or floppy disk and realized he no longer has a machine to play it. Technology moves on, and data can't be retrieved if the means to read it is no longer available, Starr says.

So for that and other reasons, long-term archiving requires repeatedly copying the data to new technologies.

Into this world comes the notion of DNA storage. DNA is by its essence an information-storing molecule; the genes we pass from generation to generation transmit the blueprints for creating the human body. That information is stored in strings of what's often called the four-letter DNA code. That really refers to sequences of four building blocks — abbreviated as A, C, T and G — found in the DNA molecule. Specific sequences give the body directions for creating particular proteins.

Digital devices, on the other hand, store information in a two-letter code that produces strings of ones and zeroes. A capital "A," for example, is 01000001.

Converting digital information to DNA involves translating between the two codes. In one lab, for example, a capital A can become ATATG. The idea is once that transformation is made, strings of DNA can be custom-made to carry the new code, and hence the information that code contains.

One selling point is durability. Scientists can recover and read DNA sequences from fossils of Neanderthals and even older life forms. So as a storage medium, "it could last thousands and thousands of years," says Luis Ceze of the University of Washington, who works with Microsoft on DNA data storage.

Advocates also stress that DNA crams information into very little space. Almost every cell of your body carries about six feet of it; that adds up to billions of miles in a single person. In terms of information storage, that compactness could mean storing all the publicly accessible data on the internet in a space the size of a shoebox, Ceze says.

In fact, all the digital information in the world might be stored in a load of whitish, powdery DNA that fits in space the size of a large van, says Nick Goldman of the European Bioinformatics Institute in Hinxton, England.

What's more, advocates say, DNA storage would avoid the problem of having to repeatedly copy stored information into new formats as the technology for reading it becomes outmoded.

"There's always going to be someone in the business of making a DNA reader because of the health care applications," Goldman says. "It's always something we're going to want to do quickly and inexpensively."

Getting the information into DNA takes some doing. Once scientists have converted the digital code into the 4-letter DNA code, they have to custom-make DNA. For some recent research Strauss and Ceze worked on, that involved creating about 10 million short strings of DNA.

In this Oct. 18, 1962 file photo, Dr. Maurice Hugh Frederick Wilkins, 46, of Greenwich, England, stands with a model of a DNA molecule during a news conference in the New York office of the Sloan-Kettering Institute for Cancer Research. Specific sequences of four building blocks — abbreviated as A, C, T and G — found in the DNA molecule give an organism directions for creating particular proteins. Wilkins shared the Nobel Prize for medicine with two other biochemists, Drs. Francis Harry Compton Crick and James Dewey Watson. (AP Photo/Anthony Camerano)
Twist Bioscience of San Francisco used a machine to create the strings letter by letter, like snapping together Lego pieces to build a tower. The machine can build up to 1.6 million strings at a time.

Each string carried just a fragment of information from a digital file, plus a chemical tag to indicate what file the information came from.

To read a file, scientists use the tags to assemble the relevant strings. A standard lab machine can then reveal the sequence of DNA letters in each string.

Nobody is talking about replacing hard drives in consumer computers with DNA. For one thing, it takes too long to read the stored information. That's never going to be accomplished in seconds, says Ewan Birney, who works on DNA storage with Goldman at the bioinformatics institute.

But for valuable material like corporate records in long-term storage, "if it's worth it, you'll wait," says Goldman, who with Birney is talking to investors about setting up a company to offer DNA storage.

Sri Kosuri of the University of California Los Angeles, who has worked on DNA information storage but now largely moved on to other pursuits, says one challenge for making the technology practical is making it much cheaper.

Scientists custom-build fairly short strings DNA now for research, but scaling up enough to handle information storage in bulk would require a "mind-boggling" leap in output, Kosuri says. With current technology, that would be hugely expensive, he says.

George Church, a prominent Harvard genetics expert, agrees that cost is a big issue. But "I'm pretty optimistic it can be brought down" dramatically in a decade or less, says Church, who is in the process of starting a company to offer DNA storage methods.

For all the interest in the topic, it's worth noting that so far the amount of information that researchers have stored in DNA is relatively tiny.

Earlier this month, Microsoft announced that a team including Strauss and Ceze had stored a record 200 megabytes. The information included 100 books  one, fittingly, was "Great Expectations"  along with a brief video and many documents. But it was still less than 5 percent the capacity of an ordinary DVD.

Yet it's about nine times the mark reported just last month by Church, who says the announcement shows "how fast the field is moving."

Meanwhile, people involved with archiving digital data say their field views DNA as a possibility for the future, but not a cure-all.

"It's a very interesting and promising approach to the storage problem, but the storage problem is really only a very small part of digital preservation," says Cal Lee, a professor at the University of North Carolina's School of Information and Library Science.

It's true that society will probably always have devices to read DNA, so that gets around the problem of obsolete readers, he says. But that's not enough.

"If you just read the ones and zeroes, you don't know how to interpret it," Lee says.

For example, is that string a picture, text, a sound clip or a video? Do you still have the software to make sense of it?

What's more, the people in charge of keeping digital information want to check on it periodically to make sure it's still intact, and "I don't know how viable that is with DNA," says Euan Cochrane, digital preservation manager at the Yale University Library. It may mean fewer such check-ups, he says.

Cochrane, who describes his job as keeping information accessible "10 years to forever," says DNA looks interesting if its cost can be reduced and scientists find ways to more quickly store and recover information.

Starr says his data-storage device company hasn't taken a detailed look at DNA technology because it's too far in the future.

There are "always things out on the horizon that could store data for a very long time," he says. But the challenge of turning those ideas into a practical product "really trims the field down pretty quickly."


Originally published by Associated Press