Revolutionizing EDA: The Power of AI, ML, and NLP
DescriptionThe integration of AI, ML, and NLP techniques in EDA has the potential to significantly improve the efficiency, innovation, and quality of electronic systems. Customers in the semiconductor and EDA industries can benefit from reduced design time, increased reliability, and enhanced performance. This talk will draw upon use cases and research that have shown the integration of AI, ML, and NLP techniques in EDA has led to significant improvements in design accuracy. For example, ML algorithms have been used to optimize routing in complex circuits, while NLP techniques have been used to extract relevant design information from textual specifications. The talk will cover the use of unsupervised, supervised, and reinforcement learning techniques and NLP techniques in EDA tools and workflows.
Transformative Technologies Theater
TimeTuesday, July 11th10:30am - 11:15am PDT
LocationTransformative Technologies Theater, Level 1 Exhibit Hall