機器學習於電子設計自動化之應用

- Understanding VLSI design flow, methodologies, and challenges - Learning algorithms and machine learning methods for VLSI design automation - Cultivating problem-finding and problem-solving capabilities

C/C++ programming, Data structures, Algorithms, Machine learning

Lecture notes will be available in class

Project & programming assignments: 70% Exam & written assignments: 30%

• Algorithms and Machine learning
• Physical design
• Logic design
• Testing
• VLSI design flow, methodologies, and challenges

- EDA for IC Implementation, Circuit Design, and Process Technology (Electronic Design Automation for Integrated Circuits Handbook), CRC Press, 2nd Ed., 2016 - Electronic Design Automation: Synthesis, Verification, and Testing, Elsevier/Morgan Kaufmann, 2009 - Algorithms for VLSI Design Automation, John Wiley, 1999 - Synthesis and Optimization of Digital Circuits, McGraw-Hill, 1994