AI & Machine Learning Design Solutions

Innovation for the Age of AI

AI Design Innovation Is Transforming the World Around Us

The emergence of Machine Learning is bringing about new, disruptive, AI-driven design solutions. Like self-driving cars that continuously observe real-world driving conditions, this new breed of design tools learns from iterations and uses the knowledge in chip design environments to offer a leap forward in productivity.


AI-Driven Design Applications

Synopsys' DSO.ai solution is an artificial intelligence and reasoning engine capable of searching for optimization targets in very large solution spaces of chip design. DSO.ai revolutionizes chip design by massively scaling exploration of options in design workflows while automating less consequential decisions.

Machine Learning-Enhanced Tools

Machine learning offers opportunities to enable self-optimizing design tools. These new ML-driven capabilities can be embedded in different design engines, giving EDA developers a new arsenal of solutions for today’s demanding semiconductor design environment.

AI Chip Design Solutions

Hardware design has become a core enabler of innovation for the age of AI. Synopsys delivers comprehensive design solutions that enable the design of AI hardware, from today’s AI accelerators to tomorrow’s cognitive systems. Synopsys design solutions and professional services are behind many AI "super-chips," from the data center to the edge.

What's New

Explore our library of news, blogs, webinars and other helpful resources.

Article
Anand Tech: Using AI to Build Better Processors

Blog
Timing Challenges In The Age Of AI Hardware

Blog
What Is a Multi-Die Design—and What’s Driving Its Growing Popularity?

Article
Using AI to Build Better Chips: Winning the Game with Reinforcement Learning

News Release
Synopsys AI-Driven Design System Enables Renesas to Achieve Breakthrough in Productivity

News Release
IC Compiler II Delivers First-Pass Silicon Success for Graphcore's Multi-Billion Gate AI Processor

International Symposium on Physical Design - Best Paper Award 2021

Synopsys wins for Machine Learning-Enabled High-Frequency Low-Power Digital Design Implementation at Advanced Process Nodes by Siddhartha Nath and Vishal Khandelwal, Synopsys

AI Hardware Summit 2021

This annual summit provides unique perspectives on artificial intelligence (AI), machine learning, model standardization and interoperability. Hear from our very own Dr. Aart de Geus, as he excites us all about the new era of AI chip design.

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