E
Emre Tuncer
Researcher at Google
Publications - 5
Citations - 263
Emre Tuncer is an academic researcher from Google. The author has contributed to research in topics: Chip & Computer science. The author has an hindex of 2, co-authored 3 publications receiving 91 citations.
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Chip Placement with Deep Reinforcement Learning
Azalia Mirhoseini,Anna Goldie,Mustafa Yazgan,Joe Jiang,Ebrahim M. Songhori,Shen Wang,Young-Joon Lee,Eric Johnson,Omkar Pathak,Sungmin Bae,Azade Nazi,Jiwoo Pak,Andy Tong,Kavya Srinivasa,William Hang,Emre Tuncer,Anand Babu,Quoc V. Le,James Laudon,C. Richard Ho,Roger Carpenter,Jeffrey Dean +21 more
TL;DR: This work presents a learning-based approach to chip placement, and shows that, in under 6 hours, this method can generate placements that are superhuman or comparable on modern accelerator netlists, whereas existing baselines require human experts in the loop and take several weeks.
Journal ArticleDOI
A graph placement methodology for fast chip design
Azalia Mirhoseini,Anna Goldie,Anna Goldie,Mustafa Yazgan,Joe Wenjie Jiang,Ebrahim M. Songhori,Shen Wang,Young-Joon Lee,Eric Johnson,Omkar Pathak,Azade Nazi,Jiwoo Pak,Andy Tong,Kavya Srinivasa,William Hang,Emre Tuncer,Quoc V. Le,James Laudon,Richard Ho,Roger Carpenter,Jeffrey Dean +20 more
TL;DR: In this article, the authors presented a deep reinforcement learning approach to chip floorplanning, which can automatically generate chip floorplans that are superior or comparable to those produced by humans in all key metrics, including power consumption, performance and chip area.
Journal ArticleDOI
Author Correction: A graph placement methodology for fast chip design
Journal ArticleDOI
Author Correction: A graph placement methodology for fast chip design
Patent
Voltage-Variation Detection Under Clock Fluctuations
TL;DR: In this article, a voltage-based attack is detected in the presence of clock fluctuation by using two voltage-dependent circuits: voltage analysis circuit and voltage-variation detection circuitry.