EXTRA-BRAIN pioneers a novel approach to AI system design, aiming to meet the growing demand for universal and efficient AI solutions across diverse application domains.

Our framework leverages brain-like neural networks, inspired by computational neuroscience insights, to enhance functional flexibility, hardware compatibility, and energy efficiency. Addressing limitations in current AI methods, EXTRA-BRAIN mitigates issues like constrained cross-task generalization and reliance on costly annotated data. Supported by data optimization pipelines and an explainability framework, our solution will be tested in diverse edge-cloud use cases, catering to varying hardware demands.