2020 International Conference On Computer Aided Design

The Premier Conference Devoted to Technical Innovations in Electronic Design Automation

November 2-5, 2020VIRTUAL CONFERENCE

MP Associates, Inc.
MONDAY November 02, 8:30am - 9:00am | Slot 1
EVENT TYPE: REGULAR SESSION
SESSION 2A
Machining Learning Techniques for Routing and Hotspot Detection
Moderator:
David Chinnery - Mentor, A Siemens Business
This session builds different machining learning frameworks to improve the routability. The first paper presents a hot-spot detection flow through deep layout metric learning. The second one is a plug-in framework to improve the routing. The last one is a detailed router for analog-mixed-signal designs.

2A.1Hotspot Detection via Attention-based Deep Layout Metric Learning
 Speaker: Hao Geng - Chinese Univ. of Hong Kong, Shatin, Hong Kong
 Authors: Hao Geng - Chinese Univ. of Hong Kong, Shatin, Hong Kong
Haoyu Yang - Chinese Univ. of Hong Kong, Shatin, Hong Kong
Lu Zhang - Chinese Univ. of Hong Kong, Shatin, Hong Kong
Jin Miao - Synopsys, Inc., San Jose, CA
Fan Yang - Fudan Univ., Shang Hai, China
Xuan Zeng - Fudan Univ., Shanghai, China
Bei Yu - Chinese Univ. of Hong Kong, Shatin, Hong Kong
2A.2PROS: A Plug-in for Routability Optimization applied in the State-of-the-art commercial EDA tool using deep learning
 Speaker: Jingsong Chen - Chinese Univ. of Hong Kong, Hong Kong, Hong Kong
 Authors: Jingsong Chen - Chinese Univ. of Hong Kong, Hong Kong, Hong Kong
Jian Kuang - Cadence Design Systems, Inc., San Jose, CA
Guowei Zhao - Cadence Design Systems, Inc., San Jose, CA
Dennis J.-H. Huang - Cadence Design Systems, Inc., San Jose, CA
Evangeline F.Y. Young - Chinese Univ. of Hong Kong, Shatin, Hong Kong
2A.3Toward Silicon-Proven Detailed Routing for Analog and Mixed-Signal Circuits
 Speaker: Hao Chen - Univ. of Texas at Austin, TX
 Authors: Hao Chen - Univ. of Texas at Austin, TX
Keren Zhu - Univ. of Texas at Austin, TX
Mingjie Liu - Univ. of Texas at Austin, TX
Xiyuan Tang - Univ. of Texas at Austin, TX
Nan Sun - Univ. of Texas at Austin, TX
David Z. Pan - Univ. of Texas at Austin, TX