AI Chip Design

Creator

Creator

Seonglae Cho

Created

Created

2021 Jun 14 1:29

Editor

Editor

Seonglae Cho

Edited

Edited

2024 Sep 9 21:47

Refs

Refs

AI Circuit Design

AI Chip Design Models

Chip Design with Deep Reinforcement Learning

Posted by Anna Goldie, Senior Software Engineer and Azalia Mirhoseini, Senior Research Scientist, Google Research, Brain Team Update, June 9, 202...

Chip Design with Deep Reinforcement Learning

https://research.google/blog/chip-design-with-deep-reinforcement-learning/

Q&A: Here's How AI Will Change Chip Design

The 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 game

Q&A: Here's How AI Will Change Chip Design

https://spectrum.ieee.org/ai-chip-design-matlab

Q&A: Here's How AI Will Change Chip Design

A graph placement methodology for fast chip design

Chip 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.

A graph placement methodology for fast chip design

https://www.nature.com/articles/s41586-021-03544-w.epdf?sharing_token=7Cz6mcX5GzRSAgq5xQnOjdRgN0jAjWel9jnR3ZoTv0PW0K0NmVrRsFPaMa9Y5We97spjdO-aPpvZYXPHhKbfpfPljZaIm3b-kyQ3gKElVBjZIxn_5lBKsnqIIUn2YkCI3IFe5puGE49yIrhVbJrW9eUbKmMo7FS9KDgM4hs9TFHDVDitjKVuxCsQAfIhtA_MzSEnjVQ80qKUD2LxH9DNNzxihJ2e2_5AzKMg6cnzAWA%3D&tracking_referrer=www.theverge.com

A graph placement methodology for fast chip design

Recommendations

//////