Research Projects Funded by DFG, BMBF and Industry from 2020

• NN-Thunder: HW/SW Codesign for Accelerating DNNs with Heterogeneous Beyond-von Neumann Architectures
   
• Enhancing Test Methods by Magnetic Fields
   
• Intelligent Sensing and On-Chip Learning for Silicon Lifecyle
   
• Test and Reliability Challenges for Advanced Sub-5nm Technologies
   
• Novel Test Methods for Emerging and Classical Memories using Magnetic Field
   
• Hyperdimensional Computing for Chip Testing – Towards Learning Fast from Little Data
   
• Design for Testing and Reliability in the Presence of Transistor Self-Heating for Advanced Technologies.
   
• ASIC Tape-out: Design for Test and Reliability in 22nm FDSOI
   
• Brain-Inspired Methods for Intelligent Distributed Systems
   
• ReACT: Reliability and Approximate Computing Techniques for Neural Networks
   
• Detection of Hardware Trojans Using Controlled Short-Term Aging
   
• ACCROSS: Approximate Computing aCROss the System Stack