How Chip Design Was Revolutionized by AI-Enhanced Game Play
The Untold Story of How Google’s AlphaGo Inspired Synopsys Engineers to Transform Electronic Design Automation with Deep Reinforcement Learning
When Google’s AlphaGo triumphed over Go master Lee Sedol in 2016, Synopsys engineers Joe Walston, Stelios Diamantidis, and Thomas Andersen saw an opportunity to revolutionize the semiconductor industry. Inspired by AlphaGo’s use of reinforcement learning (RL), they began to work out how RL could also optimize and accelerate electronic design automation (EDA) techniques for silicon chips. Their idea was to use artificial intelligence (AI) and advanced machine learning (ML) models to take current design practices to a whole new level. And that’s exactly what they did.
Seven years later, Sassine Ghazi, president and chief operating officer at Synopsys, spoke at the Synopsys Users Group (SNUG) Silicon Valley 2023 conference championing what Walston, Diamantidis, and Anderson did as groundbreaking, noting how the now historic AlphaGo-Sedol match had become a “watershed” moment for the semiconductor history.
Ghazi was speaking as Synopsys launched the industry’s first full-suite of AI-enhanced design technology: Synopsys.ai. It’s a reinforcement learning-enhanced technology stack that has already given rise to 160 chip designs, and in doing so is stretching the limits of silicon chip and design team performance.
To read the full article, click here
Related Semiconductor IP
- SLVS Transceiver in TSMC 28nm
- 0.9V/2.5V I/O Library in TSMC 55nm
- 1.8V/3.3V Multi-Voltage GPIO in TSMC 28nm
- 1.8V/3.3V I/O Library with 5V ODIO & Analog in TSMC 16nm
- ESD Solutions for Multi-Gigabit SerDes in TSMC 28nm
Related Blogs
- Different By Design: Customized Processors Help Build Chip Differentiation
- How AI Will Change Chip Design
- Weakness In Consumer Chip Markets
- Intel not interested by NVELO? Samsung was...
Latest Blogs
- Half of the Compute Shipped to Top Hyperscalers in 2025 will be Arm-based
- Industry's First Verification IP for Display Port Automotive Extensions (DP AE)
- IMG DXT GPU: A Game-Changer for Gaming Smartphones
- Rivos and Canonical partner to deliver scalable RISC-V solutions in Data Centers and enable an enterprise-grade Ubuntu experience across Rivos platforms
- ReRAM-Powered Edge AI: A Game-Changer for Energy Efficiency, Cost, and Security