Role of AI in VLSI Chip Design

Course Objective:

• Introduce principles and techniques of VLSI design.

• Teach the use of hardware descriptive languages for VLSI.

• Provide knowledge on VLSI fabrication processes.

• Explore the impact of Al on VLSI design.

• Examine Al applications in VLSI technology.

• Introduce optimization strategies for 3D ICs.

• Teach predictive analysis using machine learning in VLSI.

• Focus on Al-based routing algorithms for VLSI circuits.

Course Outcome

Ability to design and implement VLSI systems.

  • Proficiency in using hardware descriptive languages for VLSI circuits
  • Understanding of the VLSI fabrication process.
  • Ability to evaluate Al's impact on VLSI design.
  • Capability to implement Al applications in VLSI.
  • Skills in applying optimization techniques for 3D ICs.
  • Competence in using machine learning for predictive analysis in VLSI.
  • Skills in designing Al-based routing algorithms for VLSI.