Skip to main content

‘machine learning’

Vanderbilt engineer leads DARPA project to enable AI machines to gain, share knowledge

Dec. 2, 2021—Kolouri wins $1M DARPA grant to investigate AI cooperative lifelong learning A Vanderbilt engineering professor is leading part of an international initiative to create advanced artificial intelligence programs that will enable machines to learn progressively over a lifetime and share those experiences with each other. Researchers hope the technology will allow machines to reuse information,...

Read more


Vanderbilt researchers join exclusive global effort to speed breakthrough in depression treatment

Nov. 17, 2021—Project to build end-to-end model of depression capturing biological factors, quantifiable biometrics and behavioral measures Vanderbilt researchers have been selected by Wellcome Leap as one of 12 global teams to develop an integrated model of depression and to identify biologically effective treatment in an accelerated timeframe. A key goal is rapid, targeted intervention and selection...

Read more


Researchers to test wearable tech to detect problem behaviors in children with disabilities and offer intervention strategies

Oct. 27, 2021—Vanderbilt researchers have won a National Science Foundation grant to use wearable technologies to detect problem behaviors in children and adolescents with intellectual and developmental disabilities and offer strategies to protect them from potential harm. Children with intellectual and developmental disabilities (IDD) are at increased risk of showing problem behavior that expose them to being...

Read more


$2.5 million NASA project will develop and test safety management for ‘air taxis’

Jun. 28, 2021—Multi-university team tackles safety systems for autonomous eVTOLs Vanderbilt engineers are part of a NASA-funded, multi-institution effort to develop safety systems for a mode of transportation that doesn’t exist yet—small, commercial, autonomous planes that move people by air between locations in large, crowded cities. The task is a formidable one with machine learning at its...

Read more


Student-developed machine-learning techniques make surgeries safer, easier to review

Apr. 12, 2021—Warning: This video has graphic images of surgical procedures. An interdisciplinary fellowship with the Data Science Institute has resulted in a promising machine-learning technology that can effectively track complex surgical activity, thus having the potential to improve patient outcomes, safety and documentation. TingYan Deng TingYan “Nicholas” Deng, a third-year student majoring in computer science, mathematics...

Read more


MacArthur Fellow, Berkeley engineer to deliver March 17 Hall Lecture on robot learning and safety in avionics

Mar. 4, 2021—Claire Tomlin is a pioneer in hybrid control systems research, particularly aeronautical applications to address problems in aircraft flight control and collision avoidance. She has developed algorithms to help determine when unsafe conditions may arise as variables and interactions become increasingly complex. Her work includes issues of autonomous control of a team of unmanned aerial...

Read more


New faculty Maizie Zhou: Unlocking genetic disorders through Big Data

Dec. 1, 2020—While studying prefrontal cortex development in adolescents, neuroscientist Maizie Zhou came to a realization that would dramatically alter her career path. Seeing how widespread autism was, but how few answers the scientific community had for those affected by it, she decided a different approach—one that is more data-driven and computational—was needed to understand the disorder....

Read more


Wearable sensor algorithms powered by machine learning could be key to preventing runners’ injuries

Oct. 28, 2020—A trans-institutional team of Vanderbilt engineering, data science and clinical researchers has developed a novel approach for monitoring bone stress in recreational and professional athletes, with the goal of anticipating and preventing injury. Using machine learning and biomechanical modeling techniques, the researchers built multisensory algorithms that combine data from lightweight, low-profile wearable sensors in shoes...

Read more