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Journal Articles

Hierarchical Automatic Multilayer Power Plane Generation With Genetic Optimization and Multilayer Perceptron

Haiguang Liao, Vinay Patil, Xuliang Dong, Devika Shanbhag, Elias Fallon, Taylor Hogan, Mirko Spasojevic, Levent Burak Kara
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2023, 145(10): 101706.
Paper No: MD-22-1682
https://doi.org/10.1115/1.4062640
Published Online: July 25, 2023
View Article titled, Hierarchical Automatic Multilayer Power Plane Generation With Genetic Optimization and Multilayer Perceptron
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Topics: Design, Multilayer perceptron, Optimization, Pins (Engineering)
Proceedings Papers

Automatic Power Plane Generation With Genetic Optimization and Multilayer Perceptron

Haiguang Liao, Vinay Patil, Xuliang Dong, Devika Shanbhag, Elias Fallon, Taylor Hogan, Mirko Spasojevic, Levent Burak Kara
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A003, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90046
https://doi.org/10.1115/DETC2022-90046
View Paper titled, Automatic Power Plane Generation With Genetic Optimization and Multilayer Perceptron
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Topics: Multilayer perceptron, Optimization, Design, Ablation (Vaporization technology), Printed circuit boards, Signals
Proceedings Papers

Attention Routing: Track-Assignment Detailed Routing Using Attention-Based Reinforcement Learning

Haiguang Liao, Qingyi Dong, Xuliang Dong, Wentai Zhang, Wangyang Zhang, Weiyi Qi, Elias Fallon, Levent Burak Kara
Proc. ASME. IDETC-CIE2020, Volume 11A: 46th Design Automation Conference (DAC), V11AT11A002, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22219
https://doi.org/10.1115/DETC2020-22219
View Paper titled, Attention Routing: Track-Assignment Detailed Routing Using Attention-Based Reinforcement Learning
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Topics: Algorithms, Analog circuits, Circuits, Design, Integrated circuits