In the rapidly evolving landscape of semiconductor design, the complexity and scale of digital circuits continue to grow exponentially. Traditional methods of Register-Transfer Level (RTL) functional verification are increasingly challenged by these advancements, necessitating innovative approaches to ensure robust and efficient verification processes. This technical workshop aims to explore the integration of Artificial Intelligence (AI) and Machine Learning (ML) engines into RTL functional verification workflows, showcasing new products and methodologies that leverage these cutting-edge technologies.

The workshop will feature a comprehensive overview of the current state of RTL functional verification, highlighting the limitations and bottlenecks faced by verification engineers. We will introduce a suite of new AI/ML-powered tools designed to enhance verification efficiency, accuracy, and coverage. These tools employ advanced algorithms to automate pattern recognition, anomaly detection, and predictive analysis, significantly reducing the time and effort required for verification tasks.

Via the following presentations on “smart” automation for design and testbench creation, debug and regression analysis, engine optimizations, and muti-platform coverage merging and analysis, participants will be able to map their needs to these new AI/ML-accelerated flows:

1. Introduction to AI/ML in RTL Verification: Understanding the basics of AI/ML and their applicability to RTL verification.
2. New AI/ML-Driven Verification Tools: Demonstrations of the latest products incorporating AI/ML engines, including their features, benefits, and use cases.
3. Case Studies and Real-World Applications: Insights from industry leaders on successful implementations of AI/ML in RTL verification, showcasing tangible improvements in verification outcomes.
4. Future Trends and Challenges: Exploring the future potential of AI/ML in verification and addressing the challenges associated with their adoption.

By the end of the workshop, attendees will have a deeper understanding of how AI/ML can transform their overall approach to RTL functional verification, driving innovation and efficiency in their verification processes.

Join us to stay ahead of the curve and harness the power of AI/ML to tackle the complexities of modern RTL D&V!