IEEE - Institute of Electrical and Electronics Engineers, Inc. - Machine-Learning-Based Early-Stage Timing Prediction in SoC Physical Design

2018 14th IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT)

Author(s): Lida Bai ; Lan Chen
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2018
Conference Location: Qingdao, China, China
Conference Date: 31 October 2018
Page(s): 1 - 3
ISBN (CD): 978-1-5386-4439-3
ISBN (Electronic): 978-1-5386-4441-6
ISBN (Paper): 978-1-5386-4440-9
DOI: 10.1109/ICSICT.2018.8565778
Regular:

Timing closure is essential in SoC physical design. In this paper, machine learning models for timing prediction after floorplan are established. In the models, the features are selected and... View More

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