Navigation Links
Researchers develop neural implant that learns with the brain
Date:6/24/2008

GAINESVILLE, Fla. Devices known as brain-machine interfaces could someday be used routinely to help paralyzed patients and amputees control prosthetic limbs with just their thoughts. Now, University of Florida researchers have taken the concept a step further, devising a way for computerized devices not only to translate brain signals into movement but also to evolve with the brain as it learns.

Instead of simply interpreting brain signals and routing them to a robotic hand or leg, this type of brain-machine interface would adapt to a person's behavior over time and use the knowledge to help complete a task more efficiently, sort of like an assistant, say UF College of Medicine and College of Engineering researchers who developed a model system and tested it in rats.

Until now, brain-machine interfaces have been designed as one-way conversations between the brain and a computer, with the brain doing all the talking and the computer following commands. The system UF engineers created actually allows the computer to have a say in that conversation, too, according to findings published this month online in the Institute of Electrical and Electronics Engineers journal IEEE Transactions on Biomedical Engineering.

"In the grand scheme of brain-machine interfaces, this is a complete paradigm change," said Justin C. Sanchez, Ph.D., a UF assistant professor of pediatric neurology and the study's lead author. "This idea opens up all kinds of possibilities for how we interact with devices. It's not just about giving instructions but about those devices assisting us in a common goal. You know the goal, the computer knows the goal and you work together to solve the task."

Scientists at UF and other institutions have been studying and refining brain-machine interfaces for years, developing and testing numerous variations of the technology with the goal of creating implantable, computer-chip-sized devices capable of controlling limbs or treating diseases.

The devices are programmed with complex algorithms that interpret thoughts. But the algorithms, or code, used in current brain-machine interfaces don't adapt to change, Sanchez said.

"The status quo of brain-machine interfaces that are out there have static and fixed decoding algorithms, which assume a person thinks one way for all time," he said. "We learn throughout our lives and come into different scenarios, so you need to develop a paradigm that allows interaction and growth."

To create this type of brain-machine interface, Sanchez and his colleagues developed a system based on setting goals and giving rewards.

Fitted with tiny electrodes in their brains to capture signals for the computer to unravel, three rats were taught to move a robotic arm toward a target with just their thoughts. Each time they succeeded, the rats were rewarded with a drop of water.

The computer's goal, on the other hand, was to earn as many points as possible, Sanchez said. The closer a rat moved the arm to the target, the more points the computer received, giving it incentive to determine which brain signals lead to the most rewards, making the process more efficient for the rat. The researchers conducted several tests with the rats, requiring them to hit targets that were farther and farther away. Despite this increasing difficulty, the rats completed the tasks more efficiently over time and did so at a significantly higher rate than if they had just aimed correctly by chance, Sanchez said.

"We think this dialogue with a goal is how we can make these systems evolve over time," Sanchez said. "We want these devices to grow with the user. (Also) we want users to be able to experience new scenarios and be able to control the device."

Dawn Taylor, Ph.D., an assistant professor of biomedical engineering at Case Western Reserve University, said the results of the study add a new dimension to brain-machine interface research. That UF researchers were able to train rats to use the robotic arm and then obtain significant results from animals lacking the mental prowess of primates or humans is also impressive, she said.

"It's a clear demonstration of a methodology that will work in situations when other implementations would fall apart," Taylor said.


'/>"/>

Contact: April Frawley Birdwell
afrawley@ufl.edu
352-273-5817
University of Florida
Source:Eurekalert

Related medicine news :

1. Researchers seek children for a study of antibiotics for a urinary tract disorder
2. Researchers confirm benzene-like electron delocalization of important molecule
3. Penn researchers find key developmental pathway activates lung stem cells
4. MIT researchers see alternative to common colorectal cancer drug
5. $10 million gift will retain and recruit world-class researchers to University at Buffalo
6. Researchers ID Traits of Aggressive Prostate Cancer
7. Carnegie Mellon researchers improve assessments of aortic aneurysms
8. Chemical engineering researchers identify biofilms that cause infections
9. MU researchers enhancing motion-capture technology to benefit older adults
10. Researchers Update Risk-of-Death Charts
11. Researchers uncover higher prevalence of periodontal disease in rheumatoid arthritis patients
Post Your Comments:
*Name:
*Comment:
*Email:
(Date:5/26/2016)... ... , ... W.S. Badger Co. Inc ., the maker of certified organic ... Works Award for its use of effective workplace strategies to increase business and employee ... by the Families and Work Institute (FWI) and the Society for Human Resource Management ...
(Date:5/26/2016)... Louis, Missouri (PRWEB) , ... May 26, 2016 ... ... cost, quality and clinical outcomes, hosted members and suppliers for its inaugural Member ... a focus on their mission of elevating the operational health of America’s healthcare ...
(Date:5/26/2016)... ... , ... Connor Sports, through its Connor Cares initiative, will continue ... Catchings Legacy Tour that will commemorate the Indiana Fever legend’s hall-of-fame career and ... forms and levels of the game, Connor Sports has committed to a significantly increased ...
(Date:5/26/2016)... ... May 26, 2016 , ... The Woodlands at John Knox Village , ... of care for living and healing, celebrated its grand opening, today. The Woodlands at ... Home provided by Empowered Staff. , “This is an incredibly fulfilling time for John ...
(Date:5/26/2016)... ... May 26, 2016 , ... There are nearly 14.5 ... 32 million cancer survivors worldwide. On Sunday, June 5, 2016, communities around the world ... Cancer Survivors Day®. , National Cancer Survivors Day® is an annual worldwide Celebration ...
Breaking Medicine News(10 mins):
(Date:5/27/2016)... 27, 2016 Hutchison China ... focused on the highly lucrative global oncology and ... of potential first-in-class or best-in-class tyrosine kinase inhibitor ... with strategic partners. HCM,s profitable Chinese healthcare business ... We expect progress of the mid-to-late-stage pipeline during ...
(Date:5/26/2016)... May 26, 2016 A key ... is the emergence of new treatments. Cardax, a development ... osteoarthritis treatment. The therapy is expected to fulfil large ... UK is conducting studies to develop new treatments for ... the genes involved in osteoarthritis are being investigated, and ...
(Date:5/25/2016)... 2016 According to a new ... 2D, 4D), by Therapeutic Area (Oncology, Cosmeceutical/Plastic Surgery), by ... Device Manufacturers, Hospitals/ Clinics) - Forecast to 2021", published ... Market for the forecast period of 2016 to 2021. ... by 2021 from USD 117.3 Million in 2016, at ...
Breaking Medicine Technology: