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CPS: Small: Advanced Hyperdimensional and Symbolic Knowledge Transfer for Cyber-Physical S — NSF Award to University of California

This NSF project aims to transform the way Artificial Intelligence (AI) transfers learned knowledge from simulated environments to real-world applications. The project will bring transformative change to AI by integrating symbolic reasoning with advanced hyperdimensional computing—a brain-inspired approach—thus enablin

Award titleCPS: Small: Advanced Hyperdimensional and Symbolic Knowledge Transfer for Cyber-Physical S
Award ID2431561
AwardeeUniversity of California-Irvine
CityIRVINE
StateCA
Amount obligated$499,999
Principal investigatorMohsen Imani
ProgramCPS-Cyber-Physical Systems
Start date06/01/2025
AbstractThis NSF project aims to transform the way Artificial Intelligence (AI) transfers learned knowledge from simulated environments to real-world applications. The project will bring transformative change to AI by integrating symbolic reasoning with advanced hyperdimensional computing—a brain-inspired approach—thus enabling transparent and efficient interpretation of complex data under conditions where traditional deep learning struggles. This will be achieved by developing a novel neuro-symbolic fr
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