Student Assistant – Machine Learning for ASIC Design
Tasks
- Conduct machine learning research for IC design acceleration
- Deploy and test machine learning IC design algorithms in CAD tools
- Develop machine learning IC design algorithms for circuit noise mismatch and hardware failures
- Develop machine learning IC design algorithms robust to temperature changes and non ideal effects
Perks/Benefits
- N/A
Skills/Tech-stack
CAD Tools | Compilers | Digital IC | Digital IC Design | Digital Simulation | Failure analysis | Hardware failure analysis | I&C design | Logic synthesis | Machine Learning | Model Deployment | Neural Networks | Optimization | Processor architectures
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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