Hyperdimensional Computing for Low Size, Weight, and Power Systems

The Department of Defense (DoD), specifically the United States Air Force (USAF), is seeking proposals for the Small Business Innovation Research (SBIR) program focused on "Hyperdimensional Computing for Low Size, Weight, and Power Systems." The objective is to develop a unified hyperdimensional framework that integrates and optimizes the performance of various artificial neural network (ANN) architectures, addressing key areas such as resource allocation, robustness, energy efficiency, and scalability for military applications. This initiative is crucial for enhancing machine learning capabilities in constrained environments, particularly for platforms like UAVs and CubeSats, which require efficient processing of large data volumes. Interested parties should note that the solicitation will be released on May 7, 2025, with applications due by June 25, 2025, and can find more information at the DoD SBIR website.