Presentation
Leveraging AI to Boost Productivity and Quality of Results in the Digital Design Creation Flow
DescriptionChip development schedules and costs have risen significantly especially for complex digital designs. Engineering teams face the challenge of achieving aggressive power, performance, area (PPA), and quality metrics in shorter schedule times, and with smaller teams.
AI has come a long way in EDA, from the initial machine learning applications to reinforcement learning, generative AI, and beyond. Technologies are in a breakthrough position in semiconductor design creation today, where AI-assisted EDA workflows are expected to lead to significantly higher productivity and better quality of results. AI can be prevalent in the digital design creation flow, providing tangible benefits to engineering in seamless and intuitive enhancements to the flow.
In this session, we will explore AI methods in the digital design creation flow. From enhancing High-Level Synthesis for accelerated design exploration, quantization analysis and PPA prediction, to accelerated RTL-to-GDS implementation flows that also produce better results, and employing AI techniques for improved fault isolation, we will discuss how AI is revolutionizing digital flows today, and how we can further leverage this exciting technology going forward.
AI has come a long way in EDA, from the initial machine learning applications to reinforcement learning, generative AI, and beyond. Technologies are in a breakthrough position in semiconductor design creation today, where AI-assisted EDA workflows are expected to lead to significantly higher productivity and better quality of results. AI can be prevalent in the digital design creation flow, providing tangible benefits to engineering in seamless and intuitive enhancements to the flow.
In this session, we will explore AI methods in the digital design creation flow. From enhancing High-Level Synthesis for accelerated design exploration, quantization analysis and PPA prediction, to accelerated RTL-to-GDS implementation flows that also produce better results, and employing AI techniques for improved fault isolation, we will discuss how AI is revolutionizing digital flows today, and how we can further leverage this exciting technology going forward.
Presenter
Event Type
Exhibitor Forum
TimeTuesday, June 2412:00pm - 12:30pm PDT
LocationExhibitor Forum, Level 1 Exhibit Hall