Projects
Logicare AI: AI as driver for more efficiency healthcare logistics processes Hasselt University
Security and AI: Smart access control with AI KU Leuven
The rapid evolution of the size and complexity of software applications drives the demand for more flexible and fine-grained authorization and auditing to better identify and protect against new threats targeting online services, data or resources deployed in distributed environments. Despite previous research on authorization policy languages, protocols and middlewares, existing solutions (1) are often unfit to detect and mitigate ...
Chemistry & Hybrid AI - Boosting efficiency of product development, monitoring, analysis and production processes in chemistry by leveraging expert knowledge through Hybrid AI (CHAI). University of Antwerp
Matchmaker: Marrying Emerging AI Algorithms to Emerging AI Hardware through Compilers KU Leuven
For the efficient and privacy-oriented processing of sensor data in “the edge”, increasingly more artificial intelligence is used (often in the form of neural networks) on ultra low power microcontroller platforms. Energy efficiency is critical for these platforms as they often have to work for extended periods of time on a single battery charge. Efficient code generation for neural networks on these platforms is often difficult. Current ...
AI Pathfinder HOWEST
Explainable AI for student prompting in higher education VIVES
Outplaying the hardware lottery for embedded AI KU Leuven
The next wave of smart applications in our society will need embedded devices (robots, wearables, etc.) with increased intelligence at much reduced energy and latency cost. Compared to current embedded platforms, up to 1000x efficiency gains could be achieved through tight processor-algorithm co-optimization. However, due to the slow development cycle of processor chips (many months to years) in comparison to algorithms (hours to weeks), this ...
AI Pathfinder Flanders' FOOD
PREDICTOM : PREDICTION OF ALZHEIMER’S DISEASE USING AN AI DRIVEN SCREENING PLATFORM Vrije Universiteit Brussel
and customisable biomarker screening platform, utilizing an existing online resource to save time and money, to generate an evidence
base for general population screening for AD and related disorders. We will bring diagnostics closer to the patient by examining the
feasibility of using samples which can be obtained at home (e.g. finger-prick blood, saliva (for genetics and ...