Accelerating Chip Design With Machine Learning

IEEE Micro, pp. 23-32, 2020.

Cited by: 2|Views9
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Abstract:

Recent advancements in machine learning provide an opportunity to transform chip design workflows. We review recent research applying techniques such as deep convolutional neural networks and graph-based neural networks in the areas of automatic design space exploration, power analysis, VLSI physical design, and analog design. We also pre...More

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