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‘machine learning’

Vanderbilt engineers extend popular online MATLAB course into a new series

Sep. 15, 2020—Building on the exceptional success of their 2015 massive open online course (MOOC), “Introduction to Programming with MATLAB,” Mike Fitzpatrick, professor emeritus of computer science, and Akos Ledeczi, professor of computer engineering, are adding new courses to create an extended series. Fitzpatrick and Ledeczi have teamed up with Jack Noble, assistant professor of electrical engineering,...

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$3.3 million project aims to transform grid management with risk metrics for renewables

Jun. 17, 2020—The U.S. electricity market has never been simple but it has relied on highly predictable models. Loads are high during very hot and very cold months. Residential loads are lower during the day when many people are at workplaces outside their homes. Even then, the price for electricity on the wholesale market fluctuates every five...

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Vanderbilt engineers mine EMRs and clinical journals for novel disease associations and new research paths

Feb. 18, 2020—The idea of simultaneously analyzing medical diagnosis codes with electronic medical records has been much like knowing valuable treasure is buried under miles of rock but lacking the tools to mine it. The payoff—connections that may detect disease earlier and identify new research paths—has tantalized engineers and clinicians alike, remaining largely out of reach. But...

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How to fake a medical record in order to mitigate privacy risks

Nov. 4, 2019—In machine learning, generative adversarial networks (GANs) involve two artificial neural networks squaring off, one, the generator, trying to delude the other, the discriminator, into accepting synthetic data as real. Beyond their science and engineering applications, GANs can generate utterly convincing “photographs” of people who do not exist. Unrestricted use on a wide scale of...

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Vanderbilt team ready for live DARPA spectrum challenge championship in L.A.; Winner will get $2 million

Oct. 17, 2019—Top prize in round one in 2017, second place in round two in 2018, and a prediction to cinch one of the top three spots in the live championship round of the DARPA Spectrum Collaboration Challenge, Vanderbilt’s MarmotE team will be ready to match radios and wits with nine other finalists. Learn More MarmotE With...

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Design Day showcases Mars habitat, interstate cap, dozens of innovations

Apr. 25, 2019—Design Day 2019 took students and visitors to Mars, a diving depth of 300 feet and a potential green oasis above a stretch of Interstate 65. Other projects included a robotic device for a young boy born with a partial right hand, an easily customized ultrasound brain helmet, an affordable 3D-printed canine prosthetic, advanced lab...

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EE graduate student takes top prize in Three Minute Thesis competition

Apr. 8, 2019—An electrical engineering graduate student took the top prize is this year’s Three Minute Thesis (3MT) competition with a presentation on designing fault-tolerant control systems using data-driven methods. Without really saying it that way. Ibrahim Ahmed presented “Comfort and cost: A balancing act,” which centered on his research to find the critical temperature at which air...

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Vanderbilt team wins $750K with AI to manage RF spectrum

Jan. 29, 2019—Vanderbilt team MarmotE cleared Phase 2 of the U.S. Defense Advanced Research Projects Agency’s Spectrum Collaboration Challenge held in December at the Johns Hopkins University Applied Physics Lab. With no real estate left to expand the radio spectrum, DARPA’s challenge seeks machine-learning algorithms to sort out frequency priorities based on urgency – emergency and critical...

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