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DOD's 5G foundation to support telerobotic surgery pilot -- Defense Systems

By Stephanie Kanowitz
Mar 16, 2021
The Defense Department is preparing for 5G-based telemedicine experiments with technologies such as augmented reality (AR) and robotic surgery.
DOD is expected to issue requests for prototype proposals from Joint Base San Antonio (JSBA) in Texas after releasing a statement of work for a 5G telemedicine and medical training project. The SOW sought industry input on development related to 5G-enabled AR/virtual reality-guided medical training, advanced telehealth information access, advanced robotic surgery and telementoring via AR for medical procedures.
The 5G network is critical to telemedicine because it shifts from the voice-centric 4G network to application-to-application communication without human intervention, National Spectrum Consortium (NSC) Vice Chairman Randy Clark said. ....

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DARPA developing AI into a mission-critical partner -- Defense Systems

By Defense Systems Staff
Mar 16, 2021
As artificial intelligence advances, the Defense Advanced Research Projects Agency is moving toward treating computers less as tools and more as partners that can help solve complex military problems, according to Matthew Turek, program manager in DARPA’s Information Innovation Office.
Speaking at FCW’s March 10 Defense Readiness Workshop, Turek said DARPA has approximately 30 programs focused on AI and another 90 that are leveraging AI technologies from foundational science and hardware to algorithms, knowledge representations, machine learning and autonomy. Some of those, he added, are already in the field.
Those programs fall into three waves of AI. The first covers symbolic reasoning, in which engineers create sets of rules to represent knowledge in well-defined in domains, like optimizing the shipping of military equipment. The second wave applies statistical models that have been trained on big data for specific ....

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House task force digs into DOD supply chain vulnerabilities -- Defense Systems

By Lauren C. Williams
Mar 16, 2021
Supply chain vulnerabilities have long been a concern in the Pentagon, but the Defense Department’s growing dependence on small drones, semiconductors and microelectronics manufactured by adversaries has gained increased attention in recent months.
To address growing uneasiness, the House Armed Services Committee has launched a task force to investigate defense supply chain vulnerabilities, foreign manufacturing concerns and other issues raised by the pandemic.
Co-chairs Rep. Mike Gallagher (R-Wis.) and Rep. Elissa Slotkin (D-Mich.) will lead a three-month effort that aims to survey the critical supplies DOD needs for military and national security and identify the vulnerabilities and chokepoints in those supply chains. The effort is geared toward coming up with legislative solutions to build supply chain resilience that can be included in the upcoming National Defense Authorization Act for 2022. ....

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Shutting nano-gate

Date Time
Shutting nano-gate
Researchers at Osaka University create voltage-controlled nanopores that can trap particles as they try to pass through, which may lead to single-molecule sensors, along with cheaper and faster genomic sequencing
Scientists from the Institute of Scientific and Industrial Research at Osaka University fabricated nanopores in silicon dioxide, that were only 300 nm, in diameter surrounded by electrodes. These nanopores could prevent particles from entering just by applying a voltage, which may permit the development of sensors that can detect very small concentrations of target molecules, as well as next-generation DNA sequencing technology.
Nanopores are tiny holes that are wide enough for just a single molecule or particle to pass through. The motion of nanoparticles through these holes can usually be detected as an electrical signal, which makes them a promising platform for novel single-particle sensors. However, control of the motion o ....

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EPFL algorithm in world's most popular deep learning software

Artificial Intelligence technology © 2021 4X-image
PyTorch is used for countless AI applications ranging from Tesla’s Autopilot to Facebook’s translation software and its latest version, just launched, features an EPFL communication-efficient training algorithm that even helps the planet.
Deep learning is part of a broader family of machine learning methods, based on artificial neural networks, and has allowed us to develop everything from voice and image recognition tools, enhance drug discovery and toxicology, and improve financial fraud detection.
As the applications of machine learning become bigger, more complex and increasingly ubiquitous in our modern, digital age, neural networks have grown tremendously in size, consisting of trillions of connections. To train these models faster, researchers typically distribute the training effort over many computers or Graphics Processing Units yet, just like humans that collaborate to solve a task, collaborating comput ....

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