AI for EDA


June 14, 2021

AI’s design speedups, with and without machine learning

At the VLSI Symposia, researchers described how AI hardware could help dramatically accelerate analog and digital design and not all of it directly through machine learning.
August 17, 2020

Cadence uses machine learning to trim constrained-random runtimes

Cadence has developed a stimulus optimizer based on neural networks to try to improve the runtime of constrained-random verification runs.
Article  |  Topics: Blog - EDA  |  Tags: , , , ,   |  Organizations:
July 29, 2020

Litho hotspot analysis gets machine-learning turbocharge

A Mentor-Samsung collaboration cuts the need for model-based analysis and speeds analysis runtime by as much as 20X.
September 3, 2019
Joe Sawicki, EVP for IC EDA, Mentor. 'AI inside' analysis

EDA with ‘AI inside’ – Mentor’s Joe Sawicki offers an insider’s view

Mentor has a host of tools - some public, some not - that leverage AI and ML. EVP Joe Sawicki has been describing the strategy behind their development.
May 23, 2019

AI and ML fuel Catapult and Calibre updates

Mentor takes the wraps off new machine learning fueled features in its HLS and physical design families ahead of DAC 2019.
May 8, 2019

Formal engines learn from experience

Cadence and OneSpin are applying various forms of machine learning to their tools to automate formal verification.
Article  |  Topics: Blog - EDA  |  Tags: , , ,   |  Organizations: ,
June 26, 2018

EDA learns to love AI

Machine learning is gradually moving into implementation and verification tools for EDA.

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