Machine Learning and Algorithms: Let Us Team Up for EDA

Author:

Ren Haoxing1ORCID,Khailany Brucek1ORCID,Fojtik Matthew2,Zhang Yanqing3

Affiliation:

1. NVIDIA Corporation, Austin, TX, USA

2. NVIDIA, Durham, NC, USA

3. NVIDIA, Inc., Santa Clara, CA, USA

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Hardware and Architecture,Software

Reference14 articles.

1. NVCell: Generate standard cell layout in advanced technology nodes with reinforcement learning;ren;Proc Workshop ML Syst NeurIPS,2020

2. ASAP7: A 7-nm finFET predictive process design kit

3. Standard Cell Routing with Reinforcement Learning and Genetic Algorithm in Advanced Technology Nodes

4. Learning to search via self-imitation;song;CoRR,2019

5. Differentiation of blackbox combinatorial solvers;vlastelica;Proc Int Conf Learn Represent (ICLR),2020

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