1st ACM/IEEE Workshop on Machine Learning for CAD

1st ACM/IEEE Workshop on Machine Learning for CAD

Date 3 SEP 2019 terminé
Emplacement
Solara Resort & Spa
Canmore, Alberta
Canada
Site Internet http://mlcad.itec.kit.edu/
This workshop focuses on Machine Learning (ML) methods for all aspects of CAD and electronic system design. The predecessor of this workshop was held at the Design, Automation and Test in Europe (DATE) Conference in March 2019. The workshop is sponsored by both IEEE Council on Electronic Design Automation (CEDA) and ACM Special Interest Group on Design Automation (SIGDA).

Advances in machine learning (ML) over the past half-dozen years have revolutionized the effectiveness of ML for a variety of applications. However, design processes present challenges that require parallel advances in ML and CAD as compared to traditional ML applications such as image classification. As such, the purpose of the workshop is to discuss, define and provide a roadmap for the special needs for ML for CAD where CAD is broadly defined as design time techniques as well as run-time techniques.
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