Use Cases
Improved Brain-Inspired Perception in Autonomous Robot
Data and Power Efficient AI for Digital Finance
Optimal Allocation of
User Equipments
EXTRA-BRAIN enhances the agility and safety of Search and Rescue Robots (SAR) in disaster zones. It revolutionizes real-time decision-making, ensuring safe navigation through debris in challenging conditions. Utilizing advanced sensors and transitioning to innovative designs, it aims to redefine operational efficiency for autonomous robots in disaster scenarios. The project's sophisticated data processing in the CAR Robotics Arena underscores its dedication to excellence and saving lives in the future.
EXTRA-BRAIN stands at the digital finance revolution's edge, leveraging AI's might to redefine fraud detection. Amidst data scarcity and privacy hurdles, it introduces Brain-Like Neural Networks and Federated Neuromorphic Learning, marking a leap towards learning from minimal data. This initiative lets financial entities collaboratively heighten fraud detection without compromising privacy. Incorporating few-shot learning and model parameter sharing across nodes, EXTRA-BRAIN not only elevates data and energy efficiency but also ushers in a new secure, intelligent digital finance era.
The EXTRA-BRAIN project ambitiously tackles the Optimal Allocation of User Equipment (UE) to revolutionize decision intelligence in telecommunications. By focusing on enhancing speed, robustness, and energy efficiency, this use-case aims to optimize edge computing resources for emerging applications like cloud gaming and virtual reality. Utilizing advanced neuromorphic computing and Bayesian-Hebbian learning, EXTRA-BRAIN proposes a novel approach to efficiently allocate computational tasks across edge servers, ensuring maximum service delivery with minimal energy consumption. This groundbreaking method promises to not only reduce operational costs but also meet the stringent latency and throughput requirements of next-gen telecommunication networks, showcasing a leap towards futuristic, intelligent networking solutions.