AI Circuit Design Chip Design with Deep Reinforcement LearningPosted by Anna Goldie, Senior Software Engineer and Azalia Mirhoseini, Senior Research Scientist, Google Research, Brain Team Update, June 9, 202...https://research.google/blog/chip-design-with-deep-reinforcement-learning/Q&A: Here's How AI Will Change Chip DesignThe end of Moore's Law is looming. Engineers and designers can do only so much to miniaturize transistors and pack as many of them as possible into chips. So they're turning to other approaches to chip design, incorporating technologies like AI into the process. How will AI change the gamehttps://spectrum.ieee.org/ai-chip-design-matlabA graph placement methodology for fast chip designChip floorplanning is the engineering task of designing the physical layout of a computer chip. Despite five decades of research1, chip floorplanning has defied automation, requiring months of intense effort by physical design engineers to produce manufacturable layouts. Here we present a deep reinforcement learning approach to chip floorplanning.https://www.nature.com/articles/s41586-021-03544-w.epdf?sharing_token=7Cz6mcX5GzRSAgq5xQnOjdRgN0jAjWel9jnR3ZoTv0PW0K0NmVrRsFPaMa9Y5We97spjdO-aPpvZYXPHhKbfpfPljZaIm3b-kyQ3gKElVBjZIxn_5lBKsnqIIUn2YkCI3IFe5puGE49yIrhVbJrW9eUbKmMo7FS9KDgM4hs9TFHDVDitjKVuxCsQAfIhtA_MzSEnjVQ80qKUD2LxH9DNNzxihJ2e2_5AzKMg6cnzAWA%3D&tracking_referrer=www.theverge.com
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