July 10, 2019 | International, Other Defence
COLUMBUS, Ohio--(BUSINESS WIRE)--Battelle is combining years of brain-computer interface (BCI) projects, such as NeuroLife®, with its expertise in machine learning and artificial intelligence under a new award from the federal government's forward-thinking government agency, the Defense Advanced Research Projects Agency (DARPA). The award is part of DARPA's Artificial Intelligence Exploration program called Intelligent Neural Interfaces.
Using terabytes of neural data gathered in the past five years during NeuroLife sessions, Battelle Senior Data Scientist David Friedenberg and his team will build new decoding algorithms to make neural interfaces more robust over long periods of time.
The BCI systems typically rely on a decoder that monitors brain activity and then translates it into actions—in the case of NeuroLife, those signals are sent to a special sleeve that uses electrodes to stimulate muscles to evoke hand movement. However, the decoders require significant and time-consuming calibration to learn the mapping between the brain data and the user's intended action.
In June, the Battelle team began work on a $1 million, 18-month project that will try to solve longstanding problems with decoder optimization and maintenance while improving accuracy and robustness. To accomplish this goal, Battelle will develop a hybrid approach for stable long-term neural decoding using end-to-end deep neural network decoders to learn optimal features from the raw electrode recordings. In addition, using third-wave AI approaches, Battelle will develop models that account for changing context and continuously adapt accordingly. This allows for adjusting both the features and the decoder on-the-fly during normal system use to counteract non-stationarities and instabilities in the signal without requiring the user to intervene and recalibrate the system.
The next evolution of BCIs will occur as the systems move from the lab into the real lives of users. “We want these systems to require less training and be more robust to interruptions and interference,” said Friedenberg. “We want to develop optimal decoders that automatically and continuously adapt to each individual and the BCI they're using.”
About Battelle
Every day, the people of Battelle apply science and technology to solving what matters most. At major technology centers and national laboratories around the world, Battelle conducts research and development, designs and manufactures products, and delivers critical services for government and commercial customers. Headquartered in Columbus, Ohio since its founding in 1929, Battelle makes the world better by commercializing technology, giving back to our communities, and supporting science, technology, engineering and mathematics (STEM) education. For more information, visit www.battelle.org.
November 15, 2021 | International, Aerospace
“I’m very confident that the Air Force is choosing the E-7 to replace its E-3 fleet,” Mike Manazir, Boeing’s vice president for defense business development, said during a news conference ahead of the Dubai Airshow.
June 11, 2021 | International, Aerospace, Naval, Land, C4ISR, Security
June 8, 2020 | International, Aerospace
By: Nick Perry, The Associated Press WELLINGTON, New Zealand — New Zealand's military said Friday it will buy five Super Hercules transport planes from Lockheed Martin for $1 billion. The planes will replace the military's existing fleet of Hercules, all of which are more than 50 years old and have been involved in a series of embarrassing breakdowns over recent years. Defence Minister Ron Mark said the new planes will be used for operations in New Zealand, the South Pacific and Antarctica. “Generations of New Zealanders have grown up and grown old with the Hercules, and they know these aircraft are an essential first line of response," Mark said in a statement. He said the new planes will be able to carry a bigger payload as well as travel farther and faster than the current fleet. Three of the nation's current C-130 Hercules planes date back to 1965 and the other two to 1969. They have been upgraded over the years, but frequent breakdowns have hampered some high-profile missions. At one point last year, the entire fleet was temporarily grounded. New Zealand will take delivery of the first of the new C-130J-30 aircraft in 2024 with the full fleet operating by 2025. The price tag of 1.5 billion New Zealand dollars (nearly U.S. $1 billion) includes a flight simulator and supporting infrastructure. Lockheed Martin is based in the U.S. state of Maryland. https://www.defensenews.com/2020/06/05/new-zealand-military-buys-5-lockheed-hercules-planes-for-1-billion/