Mission
AI Incubator develops fundamental components of AI and AI applications focusing on societal benefits. These primarily target use cases in life sciences, cyber security, and privacy.
Probabilistic AI Exploration Tool
This direction develops tool that allows exploring optimal AI designs given requirements (power, performance, thermal etc.) on advanced AI accelerators, including NVIDIA edge and server-class GPUs, as well as CPU-FPGA-GPU combos without requiring model implementation.
Probabilistic AI Accelerator
This is a hardware accelerator design initiative that allows acceleration of Bayesian AI as well as Bayesian-Deep Learning hybrids (much) beyond what is possible with GPUs.
Supply Chain Risk Mitigation with AI
Most sophisticated solution for IC analysis, characterization and detection of modifications in supply chain (software/firmware, data, and hardware). Wide range of use cases can be supported in non-invasive manner without IC modification being needed. Advanced laboratory setup and automation.
Cyber-Attack Detection with AI
Comprehensive AI based cyber-security monitoring approach using Transformers and Bayesian Networks in embedded systems.
Maritime Analytics with AI
This is AI based maritime analytics solution with hardware-software components enabling real-time prediction of several key metrics on a vessel based on sensor information, existing NMEA2000 etc. messages, weather and ocean wave information – anywhere in the world. Anonymized analytics in cloud accessible for 3rd party for situational awareness applications.
GPS Anti-spoofing with AI
AI based GPS anti-spoofing and mitigation solution that works with COTS GPS parts and is easy to integrate.