RESEARCH PAPER: AI Could Be The Next Killer App In Semiconductor Design

It goes without saying that designing complex semiconductors is an extremely challenging engineering process. While the chips themselves are small, and the individual features on the chips are tiny, as small as 7 nanometers (seven billionths of a meter), the intricacy of the design process is astronomical.

You can download the paper by clicking on the logo below:

Table Of Contents:

  • Introduction
  • The Challenges Of Optimizing The Broader Design Space
  • The Evolution of ML in Electronic Design
  • The Path Forward For AI In Chip Design
  • Conclusions And Recommendations
  • Figure 1: Traditional Physical Design Space Exploration
  • Figure 2: Machine Learning In Physical Design
  • Figure 3: The Synopsys DSO.ai Design Space Optimization System
  • Figure 4: Synopsys DSO.ai Customer Results

Companies Cited:

  • Synopsys